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cf2dd22d1e52 | treehacks-2025 | https://devpost.com/software/sventos | Sventos | An educator's goal is to provide immersive learning experiences, a hard task in the online era. Every student has different needs, and they are entitled to better control of their online learning. | Inspiration
The inspiration of this project was from my own experiences with Zoom. With sometimes having bad eyesight, I wish I had better access to zooming into certain windows and prioritizing different frames that were presented to me during virtual school.
What it does
Sventos is built on the Zoom Video SDK Next.js... | [
"next.js",
"node.js",
"tailwind"
] | https://www.youtube.com/embed/jWAwiOm4lhs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aksharye/sventos",
"https://sventos.vercel.app/"
] | Did Not Place | false | [
{
"repo": "aksharye/sventos",
"content": "# Zoom VideoSDK Next.js Quickstart\n\nThis repo contains a quickstart for using the Zoom VideoSDK with Next.js. There's a quickstart for both the Next.js App Router and the Pages Router. You can use either the [`app-router`](https://github.com/zoom/videosdk-nextjs-q... |
3ce9480d7299 | treehacks-2025 | https://devpost.com/software/ai-mama | Motherly.ai | Your mom knows you better than you do. | Inspiration
In the past year, 74% of people have felt overwhelmed by stress, and 30% of young adults in the U.S. experience loneliness multiple times a week. We wanted to create a large-scale solution and turned to what helps us most with both stress and loneliness: our moms. While AI companions like Character AI provi... | [
"next.js"
] | https://www.youtube.com/embed/eehiiErNsOM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/MingkuanY/ai-mommy"
] | Winner Delve: Best Agentic Workflow (AirPods + Delve Founder Numbers + Onsite) | true | [] |
7d6495ee7e84 | treehacks-2025 | https://devpost.com/software/hydration-cr0f4m | hydRation | Dehydration frustration? Track your hydration levels using blood flow patterns detected by your phone's camera! | Inspiration
Our project enables users to capture a video of their fingers to extract a PPG signal, analyze hydration levels, and notify them if they need to drink more water! Dehydration is a widespread problem, with studies showing that 75% of people are chronically dehydrated (source: National Academies of Sciences, ... | [
"firebase",
"flutterflow",
"numpy",
"opencv",
"python",
"scipy",
"terra"
] | https://www.youtube.com/embed/m21waARCASA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://hydration.flutterflow.app/",
"https://github.com/janetguo/HydRation",
"https://github.com/ithons/HydRation_2"
] | Did Not Place | false | [
{
"repo": "ithons/HydRation_2",
"content": "# HydRation\n\n**PPG Signal Analysis for Heart Rate and Hydration Detection**\n\nHydRation is a Python-based tool that analyzes photoplethysmography (PPG) signals from video recordings to extract heart rate and hydration status. Using the CHROM (Chrominance-Based)... |
2816768a4603 | treehacks-2025 | https://devpost.com/software/aeroforge-3d | AeroForge 3D | Solving aerospace’s biggest bottleneck—say goodbye to outdated blueprints.
The DoD spends millions on manual CAD work. We automate it with AI, in seconds. | Inspiration
Aerospace manufacturers still rely on outdated 2D blueprints for critical aircraft parts—especially for legacy jets like the F-16 and B-52, which were built in the 1960s and 1970s.
No CAD models. No 3D visualizations. No streamlined way to modernize these critical assets.
During my DoD fellowship, I watched... | [
"css",
"dreammachine",
"flask",
"github",
"gpt4o",
"gunicorn",
"html",
"javascript",
"json",
"luma",
"openai",
"perplexity",
"python",
"ray-2",
"sonar",
"sora"
] | https://www.youtube.com/embed/D0c8z_qUi3k?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ShreyesS/AeroForge3D",
"http://127.0.0.1:8000/"
] | Did Not Place | false | [
{
"repo": "ShreyesS/AeroForge3D",
"content": "Solving aerospace’s biggest bottleneck—say goodbye to outdated blueprints. \n\nThe DoD spends millions on manual CAD work. We automate it with AI, in seconds.\n\nDefense tech + 3D reconstruction. AI-powered vision for aerospace legacy parts. Luma's Dream Machine... |
3c01ae652e9f | treehacks-2025 | https://devpost.com/software/autonomous-robot-2a9c3r | Russel HomeBot | Russel is an autonomous robot designed to help the elderly, disabled, and chronically ill by fetching items, navigating stairs, and providing independence through voice commands and mobility. | Inspiration
Growing up, many of us have witnessed firsthand how difficult life can be for disabled individuals, the elderly, and those who are chronically ill. Simple tasks that most of us take for granted—like walking to get a glass of water or taking medicine—become monumental challenges. These moments can be isolati... | [
"arduino",
"cad",
"jetson-nano",
"python",
"ros2"
] | https://www.youtube.com/embed/70C0OExg3Jo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/KshitijGoyal2022",
"https://github.com/KshitijGoyal2022/TreeHacks-2025"
] | Did Not Place | false | [
{
"repo": "KshitijGoyal2022/TreeHacks-2025",
"content": "# Russel\n\n## Inspiration \nGrowing up, many of us have witnessed firsthand how difficult life can be for disabled individuals, the elderly, and those who are chronically ill. Simple tasks that most of us take for granted—like walking to get a glass... |
ade6b736dd31 | treehacks-2025 | https://devpost.com/software/conductor-ai | Conductor AI | Agentic routing at scale for 66x cheaper and 4x faster — Powering the Agentic Future | Agentic Routing At Scale: The Cornerstone of an Agentic Future
Enterprises run a large number of agents, and being able to choose which agent to run a query on is a complex and expensive task. Routers exist today that can handle O(10) agents, but what about O(1000). Salesforce has O(10000) agents and — in a future wher... | [
"agents",
"ai-agents",
"contrastive-learning",
"knn",
"python",
"pytorch",
"recommendation-systems"
] | https://www.youtube.com/embed/0vY9tj6UDJE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://docs.google.com/presentation/d/1SJoZzRauls_bHquv1L-HxrW5x9swVYLvnOsvtVu0Tj8/edit?usp=sharing",
"https://github.com/shloknatarajan/ariadne-routing",
"https://github.com/codegen-sh/codegen-sdk/pull/521"
] | Winner Codegen: Best Code Generation Application ($1.5k Cash) | true | [
{
"repo": "shloknatarajan/ariadne-routing",
"content": "# Routing\nProblem: We want to be able to route a user's query to the best agent based on the query. This solves an increasingly difficult problem as the number of agents grows. This solution is inspired by social media recommendation systems to recomm... |
8b7eae909ef5 | treehacks-2025 | https://devpost.com/software/mechanic | mechanic | Streamline optimization in fast-moving projects. | ⚙️
💡
Inspired by friends & personal work experiences. Friends would complain at their work that code was unoptimized, leading to shit piling on top of shit. Personal experience would be that startup culture prefer bootstrapping over optimization (for good reason & proof-of-concept). Why waste your time doing code revi... | [
"axum",
"github",
"graphql",
"groq",
"rest",
"rust",
"warp"
] | null | [
"https://github.com/vznh/th25"
] | Did Not Place | false | [] |
e1cb686c9915 | treehacks-2025 | https://devpost.com/software/blacksmtih | Blacksmith | Blacksmith: From Prompt to Performance - Automated Text Model Fine-tuning Made Simple & Accessible for Everyone | Inspiration
First, we witnessed how Webflow revolutionized web development by abstracting complex coding into intuitive visual interfaces, empowering non-technical creators to build sophisticated websites. This democratization of web development sparked our vision to do the same for machine learning - creating a platfo... | [
"computer-use",
"fastapi",
"gpt",
"mistral",
"muli-agent-workflow",
"next.js",
"openai",
"python",
"selenium",
"typescript"
] | https://www.youtube.com/embed/d9Wftder1oU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tejasprabhune/blacksmith"
] | Did Not Place | false | [] |
43b7181c3bd6 | treehacks-2025 | https://devpost.com/software/ruminate-t764yw | Ruminate | The AI agent that reads between the lines, instantly extracting and explaining key insights from your documents. | Inspiration 🚀
Ever found yourself drowning in complex PDFs? Whether it's academic papers, technical documentation, or legal texts, truly understanding dense material requires significant time and expertise. While traditional AI tools simply summarize content, I wanted to create something more powerful: an
intelligent ... | [
"asyncio",
"fastapi",
"gemini",
"gpt-4o",
"marker",
"mathjax",
"nextjs",
"postgresql",
"python"
] | https://www.youtube.com/embed/9ozBl8pdN8E?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vivekvajipey/treehacks-2025"
] | Did Not Place | false | [] |
613c47dc4558 | treehacks-2025 | https://devpost.com/software/cipher-shield | Cipher Shield | Making discrimination mathematically impossible via the blockchain & homomorphic encryption | Inspiration
The inspiration for our project came from a problem based approach to ideation. We as students fill out countless job applications, and each one asks for demographic data. Most simply opt out as there seems to be no tangible benefit. In fact, there seems to only exist a potential downside: that it may be il... | [
"c++",
"node.js",
"openfhe",
"react",
"solidity"
] | https://www.youtube.com/embed/KuZTRNEq4pU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/zoraizmohammad/treehacks-2025"
] | Winner Taisu Ventures: Next-Gen Web3 Security Award (4x Deeper Network Air + 1 NGRAVE cold wallet) | true | [
{
"repo": "zoraizmohammad/treehacks-2025",
"content": "# CipherShield\n\n**Cipher Shield** is a decentralized data aggregation platform that leverages advanced **homomorphic encryption** and **blockchain** technology to provide secure, privacy-preserving insights. This document outlines the inspiration behi... |
c755819fc191 | treehacks-2025 | https://devpost.com/software/anna-ph5o7v | annaOS | AI agent holograms & video chat. | AnnaOS: Your Personal Holographic AI Companion
Inspiration
What if AI wasn't just a voice or a chatbot, but a living, breathing holographic presence in your daily life? That's how
Anna
was born — an AI assistant that transforms into a portal for seamless communication and productivity.
Core Features
Holographic Video C... | [
"electron",
"fastapi",
"node.js",
"openai",
"perplexity",
"python",
"spotify",
"swift",
"tailwind",
"twilio"
] | https://www.youtube.com/embed/UByjTA7fI-w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ethandgoodhart/anna"
] | Did Not Place | false | [] |
2192e1094ad6 | treehacks-2025 | https://devpost.com/software/afrovision | AfroVision | Zoom's virtual backgrounds often distort or cut off curly textured and afrohair due to biased segmentationmodels. AfroVision improves segmentation to ensure better representation across all hairtypes. | Inspiration
This project is deeply personal for me. As a software engineer apprentice at Sony Interactive Entertainment, I often join professional meetings on Zoom and Microsoft Teams. However, I frequently leave my camera off—not out of preference, but because Zoom’s virtual backgrounds fail to represent me properly. ... | [
"colab",
"deeplabv3-resnet101",
"google",
"matplotlib",
"opencv",
"pil",
"python",
"pytorch"
] | null | [
"https://github.com/Pamelachristina/AfroVision"
] | Did Not Place | false | [
{
"repo": "Pamelachristina/AfroVision",
"content": "## AfroVision\nImproving Hair Segmentation for Curly and Afro-Textured Hair\n\n## Inspiration\nVirtual backgrounds often distort or cut off curly, textured, and afro hair due to biased segmentation models trained mostly on straight and wavy hair. AfroVisio... |
a58b51aa8443 | treehacks-2025 | https://devpost.com/software/kernel-ls5pqa | KERneL | Efficient CUDA kernels unlock NVIDIA GPUs' full potential to accelerate AI. But only highly skilled developers can code them. That's why we created a CUDA dev tool for all, with SOTA reasoning LLMs. | Inspiration
Optimizing code for GPUs is notoriously difficult despite its great potential in AI training and high-performance computing. Writing efficient CUDA kernels requires deep expertise, making GPU acceleration inaccessible to many developers. We were inspired by the idea of democratizing GPU programming—leveragi... | [
"c++",
"cuda",
"gpu",
"kernel",
"n-grok",
"nvidia",
"python",
"reasoning",
"streamlit"
] | https://www.youtube.com/embed/-GqtCtDWJmc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/radi-cho/KERneL"
] | Did Not Place | false | [
{
"repo": "radi-cho/KERneL",
"content": "# CUDA Kernel Generation with PyTorch\n\nWelcome to our project! This repository provides examples and tools to help you explore and generate efficient CUDA kernels using PyTorch. Whether you're new to CUDA programming or a seasoned developer, you'll find examples an... |
a591e4dc8e6d | treehacks-2025 | https://devpost.com/software/odin-ai-m5nw4d | Odin AI | Transform raw notes and lecture recordings into interconnected knowledge graphs, revealing key themes and identifying gaps in understanding. | ⚡ Odin AI
📄 Overview
Odin constructs a knowledge graph from your (possibly handwritten) notes and compares it to a knowledge graph constructed from lecture recordings. From this, we identify lecture topics that are missing from your notes, as well as interactions between main concepts and themes. Based on these person... | [
"material-ui",
"openai",
"react",
"reagraph",
"tesseract",
"typescript",
"whisper"
] | https://www.youtube.com/embed/Sn8RU2b9Vxo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ML72/Odin-AI"
] | Did Not Place | false | [
{
"repo": "ML72/Odin-AI",
"content": "# Odin AI\n\nIn Norse mythology, Odin sacrificed his eye to see everything that happens in the world. In the same way, Odin AI superpowers your studies, providing visualization and analysis tools that ensure you never miss a topic again.\n\n![Odin Example](public/diagra... |
d634f823593e | treehacks-2025 | https://devpost.com/software/mapdash | Miru | Indoor navigation for the visually impaired, made easy. | The Inspiration
More than 20 million Americans experience visual impairment, with 1 million classified as legally blind. For many, navigating indoor spaces independently is a significant challenge, limiting daily activities and self-sufficiency. While outdoor navigation solutions—powered by GPS and mapping services lik... | [
"arduino",
"clip",
"edge",
"embedding",
"groq",
"healthcare",
"llms",
"meta-rayban",
"metaraybans",
"navigation",
"python",
"typescript",
"vespa",
"vlms"
] | https://www.youtube.com/embed/kjCsRmlAYiY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/flatypus/miru"
] | Winner Vespa.ai: Best Hack Using a Vision Language Model ($500 Amazon gift card per team member) | true | [
{
"repo": "flatypus/miru",
"content": "# 🏠 Miru: Indoor Navigation for the Visually Impaired\n## 🏆 Treehacks 2025 - Best Use of VLMs\n\n\n\n## 🚀 Inspiration \nOver **20 million Americans** experience visual impairmen... |
c7ac554828d9 | treehacks-2025 | https://devpost.com/software/carbonle | CARBONLE | "Tradle for Carbon Emissions" | Inspiration
A member of our team had been exposed to new sustainable farming methods during his internship last summer in Singapore. He rallied his teammates behind this newfound inspiration, and once we saw the Stanford Ecopreneurship challenge, we knew we had to make this! We wanted to gamify learning about the world... | [
"node.js",
"openai",
"react",
"rechart"
] | https://www.youtube.com/embed/jAe8fjvOHSc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://carbonle.vercel.app/",
"https://github.com/bdok23/treehacks2025/"
] | Did Not Place | false | [
{
"repo": "bdok23/treehacks2025",
"content": "# treehacks2025",
"truncated": false
}
] |
560a4142d104 | treehacks-2025 | https://devpost.com/software/teslaqa | TeslaQA | Our project combines BLIP's ability to convert traffic videos into text descriptions with ChatGPT's question-answering capabilities to automatically analyze and explain complex traffic scenarios. | Inspiration
Current Vision Language Models (VLMs), despite their ability to learn "common sense" from internet data and handle long-tail cases, fall short in autonomous driving applications due to two critical limitations: they can't process high frame-rate video inputs and can't meet real-time latency requirements. Th... | [
"api",
"blip",
"jupyternotebook",
"openai",
"python",
"tesla",
"vlm"
] | null | [
"https://www.kaggle.com/competitions/tesla-real-world-video-q-a/leaderboard",
"https://github.com/HangLiu01/2025treehacks_tesla"
] | Did Not Place | false | [
{
"repo": "HangLiu01/2025treehacks_tesla",
"content": "# 2025treehacks_tesla\n\nhttps://www.kaggle.com/competitions/tesla-real-world-video-q-a/overview\n",
"truncated": false
}
] |
d5426c60e8f1 | treehacks-2025 | https://devpost.com/software/talkthru | TalkThru | Practice interviews & difficult conversations. | Inspiration
Technical interviews, presentations, salary negotiations, sharing bad news, thesis defenses … what do all these have in common?
You need to practice. You need feedback.
TalkThru is the professional you need for on-demand, face-to-face practice. Technical or behavioral, emotional or cold: test your speeches,... | [
"aniportrait",
"cuda",
"elevenlabs",
"flask",
"html",
"lumalabs",
"perplexity",
"python",
"speech-recognition"
] | https://www.youtube.com/embed/9GqcxNZc7lU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Andrea-MiramonSerr/tree-hacks.git"
] | Did Not Place | false | [] |
c79e2c8d952b | treehacks-2025 | https://devpost.com/software/llmaos | LLMaOS | A voice-controlled operating system - it is general-purpose, low-latency, transparent, user-friendly and possesses search and screen-analysis capabilities. | Inspiration
The average typing speed is 40 words per minute, which is considerably slower than the average speaking speed (150 words per minute). However, the keyboard is still the main way in which most people interact with their devices, and it has stayed that way for decades. There are existing voice applications li... | [
"asyncio",
"gpt",
"mistralai-pixtral",
"nvidia-neva",
"openai-realtime"
] | https://www.youtube.com/embed/ECTOJ7sqNEE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jianzhi-1/LLMaOS"
] | Did Not Place | false | [
{
"repo": "jianzhi-1/LLMaOS",
"content": "# LLMaOS\nA voice-controlled operating system that is general-purposed, low-latency, transparent, user-friendly and possesses search and screen-analysis capabilities.\n\n### Set Up\n```shell\nconda activate berkos\nexport OPENAI_API_KEY=<OPENAI_API_KEY>\nexport MIST... |
2579abdb2a3f | treehacks-2025 | https://devpost.com/software/turwin | Turwin | APIs power digital infrastructure, but flaws like IDORs expose sensitive data in fields like healthcare. Our AI-driven security platform detects vulnerabilities proactively for scalable protection. | Inspiration
API security testing is stuck between two broken approaches. Automated scanners quickly find basic vulnerabilities but miss critical logic flaws, while human security researchers can catch these flaws through intuition and understanding but take weeks. Companies need continuous testing but can’t scale human... | [
"burpsuite",
"kubernetes",
"llm",
"openapi",
"playwright",
"python",
"react",
"windsurf"
] | https://www.youtube.com/embed/ufybKfLj0Lk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Turwin1729/turwin.git"
] | Did Not Place | false | [
{
"repo": "Turwin1729/turwin",
"content": "# Treehacks 2025 Turwin Project\nTaha Biyikli, Su Kara, Berwyn Berwyn\n\nLink to devpost with more information: https://devpost.com/software/turwin\n",
"truncated": false
}
] |
f83530b95a82 | treehacks-2025 | https://devpost.com/software/rebase | Rebase | AI-Powered Code Insights & Visualization for Seamless Codebase Understanding | Inspiration
Having worked with large codebases before, we know how overwhelming it can be to navigate and understand them—both for humans and AI. We wanted to create a low-token representation of a codebase that preserves its structure while making it easier to explore. Our goal was to fundamentally change how develope... | [
"flask",
"openai",
"postgresql",
"react",
"windsurf"
] | null | [
"https://github.com/evnkim/treehacks2025"
] | Did Not Place | false | [
{
"repo": "evnkim/treehacks2025",
"content": "# treehacks2025\n\nreact + tailwind + flask + postgres\n\nFirst, create a postgres database,\n\n```bash\ncreatedb rebasedb\n```\n\n```bash\ncd client\nyarn install\nyarn run build\n```\n\n```bash\npython3 -m venv venv\nsource venv/bin/activate\npip install -r re... |
c44dc811267a | treehacks-2025 | https://devpost.com/software/qpqp-flexible-exchange-platform | QPQP: Flexible Exchange Platform | Bartering is so back. | Inspiration
Kintsugi
, or the art of repairing pottery with gold-dusted lacquer, is a Japanese practice that portrays damaged possessions in a manner that sometimes elevates their significance beyond standard "perfect" ones. As a result, the value associated with them factors in the story of the objects' lives, not jus... | [
"anthropic",
"cosine-similarity",
"deepseek",
"firebase",
"javascript",
"mongodb",
"natural-language-processing",
"node.js",
"openai",
"python",
"shadcn",
"tailwindcss",
"typescript",
"vercel"
] | null | [
"https://www.qpqp.site/",
"https://qpqp.vercel.app/",
"https://github.com/kl31415/QPQP"
] | Did Not Place | false | [
{
"repo": "kl31415/QPQP",
"content": "# QPQP: Quid Pro Quo Plaza\n\nThe ultimate exchange platform: swap anything for anything!\n\n\n\n## Instructions\n\nFirst, use gensim and obtain the word2vec embeddings:\n\n```bash\nconda create -n \"gensim_env\" python==3.12\nconda activate gensim_env\npython3 src/back... |
b3a8c179712a | treehacks-2025 | https://devpost.com/software/wiiwork-8u1x62 | WiiWork | Everyone is hyped about AI agents that can interact with the world.
Problem: Websites weren't built with LLMs in mind
What would it look like if a website was built ground up with Agent usage first? | WiiWork: Making AI-Native Websites
Why:
Everyone's excited about AI agents interacting with the world. Companies are pouring billions into development. But there's a problem: websites weren't built with AI in mind. Over this weekend, I sought to answer: what would it look like to build a website from the ground up to b... | [
"anthropic",
"convex",
"deepseek",
"elevenlabs",
"framer-motion",
"nvidia",
"openai",
"porkbun",
"react",
"shadcn",
"tailwind",
"typescript",
"vercel",
"whisper",
"zustand"
] | https://www.youtube.com/embed/rkLqYKocnNc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://wiiwork.dev",
"https://github.com/Alezander9/WiiWork"
] | Winner NVIDIA: Best Accelerated Compute (5090s per team member - 1 GPU JHH signed [1st] & 5080s per team member [2nd]) | true | [
{
"repo": "Alezander9/WiiWork",
"content": "# React + TypeScript + Vite\n\nThis template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.\n\nCurrently, two official plugins are available:\n\n- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/p... |
346dea6b3ba5 | treehacks-2025 | https://devpost.com/software/hawkwatch | HawkWatch | Transform any camera into a smart security system with HawkWatch. Our AI VLM instantly detects and alerts security to potential threats, giving businesses of all sizes a peace of mind. | HawkWatch - AI-Powered Security Surveillance
Inspiration
In an era where security cameras are everywhere but meaningful surveillance is scarce, we saw an opportunity to transform passive recording systems into intelligent security guardians. Our inspiration came from real-world incidents where crucial moments were miss... | [
"chatgpt",
"gemini",
"mp4",
"nextjs",
"react",
"resend",
"supabase",
"tensorflow",
"typescript",
"vlm"
] | https://www.youtube.com/embed/h2G_Z_NtcXk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Grace-Shao/Treehacks2025"
] | Winner TreeHacks Grand Prize | 1st Place ($11k Cash) | true | [
{
"repo": "Grace-Shao/Treehacks2025",
"content": "# HawkWatch - AI-Powered Security Surveillance\n\n\n\n## Inspiration\nIn an era where security cameras are everywhere but meaningful surveillance is scarce, we saw an opportunity to transform ... |
d84a4940656a | treehacks-2025 | https://devpost.com/software/zoneout-atz5pe | ZoneOut | Zoned out during a lecture? Your very own lecture buddy is here to save you! With real-time Q&A based on audio, text & visual context from the lectures, you'll be acing your classes again in no time! | Inspiration
We've all been in classes or meetings where we ZoneOut, even if for a few seconds, and came back to see that the cure to cancer has been invented! Inspired by attending online lectures this Friday (we're dedicated students), we found out that this isn't as uncommon as you'd think. As a matter of fact, the a... | [
"chromadb",
"colpali",
"openai",
"rtms",
"vlm",
"zoom-api"
] | https://www.youtube.com/embed/Be4lfvVzMRQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/NxtGenLegend/TreeHacks"
] | Winner Zoom: Best Use of Zoom APIs ($250 Git Card + Herschel Duffle Bags [1st] & $100 Git Card + Hoodies [2nd] & $50 Git Card + Bottles [3rd]) | true | [
{
"repo": "NxtGenLegend/TreeHacks",
"content": "\n## Installation & setup\n\nThis app requires [FFmpeg](https://github.com/FFmpeg/FFmpeg) and [Node.js version 14]() or higher.\n\nThe app can be run locally by cloning and installing packages with npm or on [Docker](https://www.docker.com/).\n\n**npm** <br/>\... |
72962d7b76f8 | treehacks-2025 | https://devpost.com/software/myst-p09ai2 | Myst | deMystify your browsing | Inspiration
In an era of ever-increasing media consumption, individuals often fall into reinforcement bias—engaging only with content that aligns with their existing beliefs. Our project was born from the need to break this cycle and promote diverse perspectives in online media. By providing users with real-time insigh... | [
"css",
"flask",
"html",
"javascript",
"lumalabs",
"mistral-ai",
"openai",
"python"
] | null | [
"https://github.com/matthewjguck/myst"
] | Did Not Place | false | [
{
"repo": "matthewjguck/myst",
"content": "# Myst - A Chrome Extension for Media Awareness\n\n\n\n\n## Inspiration\nIn today's digital age, many individuals engage only with content that reinforces their existing belief... |
17319c12a9b6 | treehacks-2025 | https://devpost.com/software/chronos-satellite-powered-disaster-response | CHRONOS - Satellite Powered Disaster Response | An app to support first responders quickly respond to natural disasters. Analyzing high-resolution satellite imagery, perform rapid identification of land affected by natural disasters. | Inspiration
Witnessing the recent devastating wildfires in Los Angeles, I was both alarmed and deeply concerned by the widespread impact. These disasters not only threatened the safety of those in the vicinity but also left lasting damage on homes, schools, and entire communities, disrupting lives long after the flames... | [
"bilp",
"planetlabs",
"python",
"pytorch",
"vlm"
] | null | [
"https://github.com/gkim65/CHRONOS"
] | Did Not Place | false | [
{
"repo": "gkim65/CHRONOS",
"content": "# CHRONOS",
"truncated": false
}
] |
3009e85d23e6 | treehacks-2025 | https://devpost.com/software/plot-3pi8c4 | Plot | Plot delivers comprehensive insights on any location. Whether you're scouting investments or shaping skylines, Plot helps you shape your plot’s plot—making smarter decisions before you break ground. | Inspiration
This project was born out of our own personal pain points as students. Like many others, we’ve faced the challenges of searching for housing at school, for summer internships, full-time roles, and traveling. When planning my trip to Rome, I had no idea which area was safe to stay in for an Airbnb. I ended u... | [
"langchain",
"mapbox",
"mistralai",
"next.js",
"openai",
"perplexity",
"react",
"recharts",
"typescript",
"zustand"
] | https://www.youtube.com/embed/jkV3BTOF3GQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/toni-akintola/jats"
] | Winner LangChain: Best Use of LangChain (LangChain Swag Box, $250 LangSmith Credits, and access to LangGraph Cloud per team member) | true | [
{
"repo": "toni-akintola/jats",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).\n\n## Getting Started\n\nFirst, run the development server:\n\n```bash\nnpm run dev\n# or\nyarn dev\n# or\npnpm de... |
2714aec29b23 | treehacks-2025 | https://devpost.com/software/focusr-ai | focusr ai | Humans lose focus; we bring it back. Sit back, relax, and watch your lecture while focusr.ai catches everything you missed. | Inspiration
Staying engaged during a lecture isn’t always easy. A brief lapse in focus—whether due to distractions, fatigue, or simply a wandering mind—can mean missing a key concept, making it harder to follow along with the rest of the lesson. In fast-paced courses, those small moments of disengagement add up, leavin... | [
"api",
"flask",
"gemini",
"javascript",
"openai",
"perplexity",
"python",
"react.js",
"vercel"
] | https://www.youtube.com/embed/4JakhQYLe2g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/isabellasocci/focusr-ai",
"https://focusr-ai.vercel.app/"
] | Did Not Place | false | [
{
"repo": "isabellasocci/focusr-ai",
"content": "## **focusr.ai** \nhumans lose focus; we bring it back\n\n## **Overview**\nfocusr.ai is a **web app** designed to track student engagement during lectures. It allows students to **record or upload lecture videos**, analyzes their **engagement levels using eye... |
0169f8f9dd10 | treehacks-2025 | https://devpost.com/software/verifact | Verifact | Truth at your fingertips: AI-powered fact verification in real-time | Quick Links
repo
site
demo
Verifact
: AI-Powered Fact-Checking Made Simple
Inspiration
In an era where misinformation spreads rapidly across social media and news platforms, we recognized the critical need for accessible fact-checking tools. The challenge of manually verifying information inspired us to create Verifact... | [
"next.js-15",
"openai",
"perplexity",
"radix-ui",
"react-query",
"tailwind-css",
"typescript"
] | https://www.youtube.com/embed/qqEQ1Z2wQJ0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://verifact-ai.vercel.app/"
] | Did Not Place | false | [] |
c77b17906155 | treehacks-2025 | https://devpost.com/software/therms-thermoregulation-wearables-with-ai-powered-insights | Therms - Thermoregulation Wearables with AI-powered Insights | A non-invasive wearable using novel thermoregulation research to provide precise heating/cooling to maintain core temperature. Built to enhance physical performance and battle geriatric disorders. | Inspiration
Our project is inspired by the fascinating thermoregulation research conducted by Professors Craig Heller and Dennis Grahn at Stanford University. Their work captivated us (papers linked below), and we had the opportunity to take Professor Heller’s class, where we directly experienced how temperature affect... | [
"firebase",
"nextjs",
"node.js",
"openai",
"scrapybara",
"tailwindcss",
"terraapi"
] | https://www.youtube.com/embed/smeznyWVNhM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/arnavnc/therms-platform",
"https://pubmed.ncbi.nlm.nih.gov/9804564/",
"https://pubmed.ncbi.nlm.nih.gov/22076097/",
"https://pubmed.ncbi.nlm.nih.gov/19640130/",
"https://pubmed.ncbi.nlm.nih.gov/15879169/"
] | Winner Healthcare Grand Prize (Meta Ray Ban Smart Glasses x4) and [2nd place] | true | [
{
"repo": "arnavnc/therms-platform",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app).\n\n## Getting Started\n\nFirst, run the development server:\n\n```bash\nnpm run dev\n# or\nyarn dev\... |
65bc6c556725 | treehacks-2025 | https://devpost.com/software/theraplushie | TheraPlushie | Had a bad day? Getting demolished by classes? DIDN’T HAVE A VALENTINE?! Look no further: TheraPlushie is your BEARy good friend in times of need, here to talk it through (cuddles included). | The Inspiration ~
Have you ever, on a desperate day, resorted to using ChatGPT for therapy? (ChatGPTherapy, if you will.) However, as anyone who's used ChatGPT for therapy has noticed, there's a sort of emptiness when conversing with a textual agent, which ironically results in feelings of isolation that are counterint... | [
"elevenlabs",
"ipywebrtc",
"nvidia",
"ollama",
"openai",
"python"
] | https://www.youtube.com/embed/zQvmLYhRLg0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/akomsskai/theraplushie"
] | Did Not Place | false | [] |
4af8ea78431e | treehacks-2025 | https://devpost.com/software/wellness-dorm | Wellness Dorm | The Wellness Dorm aims to provide advice for college students struggling with their mental and physical well-being by storing data about their lifestyles and offering personalized recommendations. | Inspiration
We were inspired by our lives as college students, and struggling with our physical health and sleep schedules. We also wanted to add a friend-feature to health, thinking that making it competitive would be a good incentive for high-achieving college-students to take care of themselves.
What it does
The app... | [
"chroma",
"javascript",
"open-ai",
"vercel"
] | https://www.youtube.com/embed/6lpbdVLlZ0o?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/mihir-putcha/treehacks2025"
] | Did Not Place | false | [] |
d163c6c7e918 | treehacks-2025 | https://devpost.com/software/wellnest-a32yt4 | EverCare | AI-powered voice-based health companion designed for seniors | Inspiration
Having witnessed firsthand the challenges that one of our teammates' grandparents faces living alone, we became acutely aware of the difficulties involved in maintaining their health and well-being. Elders like them struggle with remembering daily health updates, deciding when to seek medical attention, and... | [
"elevenlabs",
"flask",
"javascript",
"openai",
"perplexity",
"python",
"react"
] | https://www.youtube.com/embed/GxjZDOy9Mpk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ksantoso2/EverCare",
"https://www.canva.com/design/DAGfOS53Yjo/XSIQnfjRvW0U3Q195A5g_g/edit?utm_content=DAGfOS53Yjo&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton"
] | Did Not Place | false | [
{
"repo": "ksantoso2/EverCare",
"content": "# EverCare\n\nHaving witnessed firsthand the challenges that one of our teammates' grandparents faces living alone, we became acutely aware of the difficulties involved in maintaining their health and well-being. Elders like them struggle with remembering daily he... |
544f25c29a64 | treehacks-2025 | https://devpost.com/software/super-smash-pixel-edition | Super Smash | A classic game with great mechanics reimplemented in Java with FUN FACTS WOAW. | Inspiration
We just loved playing this game and were playing it while trying to come up with ideas and decided to just build it ourselves. While going through it, we realized it would be a great fun way for people to track their progress through PT and other
What it does
Basically just a reimplementation of the game, t... | [
"java"
] | https://www.youtube.com/embed/BVEYHLAwJd4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
5dcc48855128 | treehacks-2025 | https://devpost.com/software/aegis-kz4qnm | Aegis | Your body's first responder—military medicine on the edge. | Inspiration
In a world where every second counts, especially in modern combat scenarios and emergency response situations, the golden hour—the critical period following a traumatic injury—often determines survival. According to a study of U.S. military casualties in Afghanistan and Iraq, 87.3% of all injury mortality o... | [
"elevenlabs",
"gemini",
"jetson-nano",
"mistral",
"next.js",
"supabase",
"swift",
"terra",
"vercel"
] | https://www.youtube.com/embed/0U47LBWzAhU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://tree-hacks-2025-aegis.vercel.app/",
"https://github.com/SpotDylan/TreeHacks-2025-Fullstack"
] | Did Not Place | false | [
{
"repo": "SpotDylan/TreeHacks-2025-Fullstack",
"content": "This is a [Next.js](https://nextjs.org/) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app).\n\n## About\n\nFirst, run the development server:\n\n```bash\nnpm run dev\n# or\nyarn de... |
f916a1375a08 | treehacks-2025 | https://devpost.com/software/lentil | Lentil | AI-powered compiler feedback assistant 🫘 | Lentil
Terminal output messages often vary significantly in clarity and usefulness. Many developers know the frustration of compiling a program only to be overwhelmed by hundreds of lines of cryptic or irrelevant messages.
Lentil is a tool that enhances command-line output by filtering unnecessary noise and emphasising... | [
"chromadb",
"llm",
"ocaml",
"openai",
"python",
"react",
"typescript"
] | https://www.youtube.com/embed/31NFUm3NtMM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/plamorg/lentil"
] | Did Not Place | false | [
{
"repo": "plamorg/lentil",
"content": "# Lentil 🫘\n\nAI-powered compiler feedback assistant\n\n## Getting started\n\n### Prerequisites\n\n* [OCaml and `opam`](https://ocaml.org/install)\n* [Dune](https://dune.build/install)\n* [uv](https://github.com/astral-sh/uv)\n\nAfter cloning the repository, you need... |
42483979f524 | treehacks-2025 | https://devpost.com/software/navi-7sp5mz | Navi | Navigate smarter: a co-pilot for your browser
Navi streamlines your browsing experience with immediate assistance, voice navigation, and website recommendations based on predicted user intent. | Inspiration
Given the substantial lack of accessibility resources and compliance in modern website UI—over 96% of websites fail to meet accessibility requirements—we wanted to develop an AI-driven copilot agent, Navi, for human browsing, in addition to creating an easier web infrastructure for AI models to interact wit... | [
"context",
"elevenlabs",
"gemini",
"groq",
"javascript",
"mistral",
"next.js",
"openai",
"perplexity",
"scrapybara",
"typescript",
"windsurf"
] | https://www.youtube.com/embed/XXGyFPQvcPk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://navi-browser-agent.vercel.app/",
"https://github.com/danieltyx/navi-browser-agent"
] | Winner Groq: Best on Groq Multimodal App Challenge ($1,000 of Groq Swag Store Credit) | true | [
{
"repo": "danieltyx/navi-browser-agent",
"content": "# 🚀 Navi – Your AI-Powered Browsing Copilot\n\nNavigate smarter. Navi streamlines your browsing experience with immediate assistance, voice navigation, and intelligent website recommendations based on predicted user intent.\n\n## 🏆 Won TreeHack 2025: B... |
e3a4e6dd1282 | treehacks-2025 | https://devpost.com/software/fable-br8e1d | Fable | Fable tells stories that adapt to your state of mind. As your brainwaves shift, we generate a story and create an immersive visual journey that mirrors your inner state in real time. | Inspiration💡
Fable began with a simple question: What if a story could adapt to your state of mind? As our team explored EEG technology, we became excited about the idea of measuring brain waves and uncovering hidden patterns of thought. What if a narrative could respond to your level of focus and relaxation—your shif... | [
"3.js",
"eeg",
"elevenlabs",
"glsl",
"javascript",
"javascript/typescript-(next.js)",
"lumalabs",
"mind-monitor",
"muse",
"ocs",
"openai-api",
"perplexity",
"python-(fastapi)",
"tailwind-css",
"websocket"
] | https://www.youtube.com/embed/Q8udHqdKbKw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/StiopaPopa/fable"
] | Winner OpenAI: Most Creative Use of OpenAI API (OpenAI SF HQ lunch + Swag) | true | [
{
"repo": "StiopaPopa/fable",
"content": "# Fable [TreeHacks OpenAI Prize Winner]\n\n## Inspiration 💡\nFable began with a simple question: What if a story could adapt to your state of mind? As our team explored EEG technology, we became excited about the idea of measuring brain waves and uncovering hidden ... |
29a016b99eec | treehacks-2025 | https://devpost.com/software/seedlink-8jrdxe | SeedLink | SeedLink – Reviving Plants, One Seed at a Time. AI-powered insights and community incentives help individuals plant endangered species in the right locations, ensuring lasting biodiversity. | Inspiration
Many species of plants are going extinct and traditional seed banking isn’t enough to save them. While we initially took inspiration from the Svalbard Global Seed Vault in Norway, which preserves millions of seeds, we learned that simply storing seeds isn’t enough to prevent the extinction of certain plant ... | [
"google-cloud",
"google-spreadsheets",
"javascript",
"mistral",
"perplexity",
"react"
] | https://www.youtube.com/embed/243YemsdNiQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vicksey/SeedLink.git"
] | Did Not Place | false | [
{
"repo": "vicksey/SeedLink",
"content": "# React + Vite\n\nThis template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.\n\nCurrently, two official plugins are available:\n\n- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-... |
a661b96140be | treehacks-2025 | https://devpost.com/software/echo-q58c7p | Echo | Turn any PDF into an audiobook you can talk to | Inspiration
Over half of all readers listen to the audiobooks. Yet, only 9% of books are available as audiobooks - and that's doesn't count other written content, like articles, research papers, or blog posts.
What it does
Echo takes any epub or PDF, cleans up any artifacts like footers/headers/page numbers, and turns ... | [
"elevenlabs",
"gemini",
"mistral",
"next.js",
"openai",
"react",
"realtimeapi",
"tailwind"
] | https://www.youtube.com/embed/QrmbbdrFcOs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/685Degrees/echo-reader"
] | Did Not Place | false | [
{
"repo": "685Degrees/echo-reader",
"content": "# echo-reader\n",
"truncated": false
}
] |
dcdfa2b9d3a8 | treehacks-2025 | https://devpost.com/software/simu-chat-lator | SimuCHATlator | talk with anyone, anywhere, anytime. | Inspiration
we've all been there--staring at a text from the girl in your math class, wondering "will this come across the right way??". what if there was a way to practice and simulate the nuance of personal relationships? just like dr strange saw 14 million possible outcomes, what if you could freely practice any soc... | [
"carlo",
"fastapi",
"headless",
"monte",
"next.js/ts",
"ollama",
"python",
"sqlite",
"tailwind",
"uvicorn"
] | null | [
"https://github.com/lamboenthusiast/sim"
] | Did Not Place | false | [
{
"repo": "lamboenthusiast/sim",
"content": "# Ninja - AI Chat Practice Tool\n\nNinja is a one-click fine-tuning tool that helps you practice messaging with AI-powered chat simulations. Train the model on your iMessage history to create personalized chat experiences and receive feedback on your messaging st... |
9d566c198b01 | treehacks-2025 | https://devpost.com/software/terra-3kl0mg | terra | Imagine shopping online with full transparency—our Chrome extension scrapes product info, rates sustainability based on brand reports, and uses AI to highlight key materials and eco-friendly features. | Inspiration
In the past decade, online shopping has become a primary way people make purchases. While it offers convenience, it also has significant environmental consequences—including emissions from transportation, excessive plastic packaging, and a focus on convenience over sustainability. Corporations respond to de... | [
"chrome",
"css",
"google",
"html",
"javascript",
"json",
"openai"
] | https://www.youtube.com/embed/ZK3_ttgIvMc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/yuyangp16/terra-chrome-extension.git"
] | Did Not Place | false | [
{
"repo": "yuyangp16/terra-chrome-extension",
"content": "# terra-chrome-extension\n\n# In \"chrome://extensions/\", turn on developer mode on Chrome.\n# Click \"Load unpacked\" and select the unzipped folder.\n# The chrome extension works on walmart.com, amazon.com, bestbuy.com, and target.com\n# If the ch... |
f42838b6bd50 | treehacks-2025 | https://devpost.com/software/coeus-pfvn7c | Honeycomb | From Natural Language to Intelligent Action: Your AI Workflow, Evolved.
Seamlessly coordinate specialized AI agents to turn simple language commands into complex, automated enterprise workflows. | Inspiration
Garry Tan’s post about building a secure, user-focused AI app store sparked an idea that inspired us—the need for a platform that seamlessly integrates new AI capabilities without requiring developers to reinvent the wheel. We envisioned an environment where multiple language models could coexist, enabling ... | [
"codeium",
"elasticsearch",
"google",
"langchain",
"openai",
"python",
"react",
"vectordb",
"windsurf"
] | https://www.youtube.com/embed/mHJpF4UJrWw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jasondu7297/honeycomb"
] | Did Not Place | false | [
{
"repo": "jasondu7297/honeycomb",
"content": "# Honeycomb - Repeatable Workflows via Natural Language\n\n[Devpost](https://devpost.com/software/coeus-pfvn7c)\n\nOur project enables **_Repeatable Workflows via Natural Language_**, automating multi-step processes with ease. It connects to a number of data so... |
c035251a6c29 | treehacks-2025 | https://devpost.com/software/shopybara | Shopybara | Discover and shop furniture that matches your Spotify & Pinterest inspiration, powered by AI that understands your style. | Inspiration
Finding things that fit your style is hard, especially when there’s an overwhelming amount of options, but nothing that truly feels like “you”. Personal style is reflected in the way we dress, the music we listen to, and the aesthetics we’re drawn to; ultimately, it’s an extension of how we express ourselve... | [
"css",
"javascript",
"python",
"typescript"
] | https://www.youtube.com/embed/8HNrSEgNzjg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://shopybara.vercel.app/",
"https://drive.google.com/drive/folders/1ydNyIMclDDL6hpqrNir5do2l82qupOj0?usp=sharing",
"https://github.com/sabrinahu5/shopybara"
] | Did Not Place | false | [
{
"repo": "sabrinahu5/shopybara",
"content": "# Shopybara\n\nAI Curated Shopping Based on Your Spotify Listening\n",
"truncated": false
}
] |
753e33c21ebe | treehacks-2025 | https://devpost.com/software/prescribatronjelqinator | PrescribatronJelqinator | Doctors forget things. We don't. | PrescribatronJelqinator
Inspiration
"Can you provide your family history of chronic heart disease?"
"I just answered that on the sign-in form."
"Do you recall your Epstein-Barr virus titers from your last five blood tests?
"You're the doctor—I just get my blood drawn."
Healthcare should be
fluid and intelligent
, not a... | [
"json"
] | null | [
"https://github.com/davidmaemoto/prescribatronjelqinator"
] | Did Not Place | false | [] |
d1dd35cc49fb | treehacks-2025 | https://devpost.com/software/flowpilot-zoom-agent-that-automates-your-workflows | FlowPilot: Your Agentic Co-Pilot | FlowPilot listens, understands, and executes, transforming Zoom meetings into Slide decks and Notion workflows. No more lost action items - just approve and watch it execute. | Inspiration
FlowPilot listens, understands, and executes, transforming Zoom meetings into Slide decks and Notion workflows. No more lost action items - just approve and watch it execute. FlowPilot provides amazing collaboration opportunities for sales, engineering, and product teams alike.
Having been apart of workflow... | [
"dain",
"docker",
"express.js",
"node.js",
"rtms",
"websockets",
"zoom"
] | https://www.youtube.com/embed/d9pkeKJIGRg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/cyu60/dain-agent",
"https://github.com/CarterCote/flow-pilot",
"https://flowpilot.us/",
"https://v0.dev/chat/fork-of-presentation-app-PJSbvsry9Gc",
"https://ai-generated-presentation.vercel.app/?id=83dc8131-c0a6-4863-a2b2-c9147c1d3588"
] | Winner DAIN Labs: AI Agent Excellence & Innovation Awards ($5k Cash [1st] & $2.5K Cash [2nd] & $500 Cash [3rd] + Agent Launchpad Invitation) | true | [
{
"repo": "cyu60/dain-agent",
"content": "# Productivity Tools DAIN Service\n\nA DAIN protocol service providing various productivity tools for task management, meetings, and calendar events.\n\n## Features\n\n- Query databases\n- Extract action items from meetings\n- Add tasks to Notion\n- Create calendar ... |
2f3bc2845562 | treehacks-2025 | https://devpost.com/software/driptionary | Driptionary | Never sound like you type with your index fingers again. | 🚀 Inspiration
Ever had a conversation with your parents or grandparents and felt like you were speaking a completely different language? Slang evolves
fast
, and generational gaps make it difficult to communicate
naturally
.
That’s where
Driptionary
comes in—a
real-time speech-to-speech slang translator
that
bridges g... | [
"elevenlabs",
"fastapi",
"groq",
"openai",
"python",
"socket.io",
"swift",
"websocket"
] | https://www.youtube.com/embed/PVfP1HQNPB0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rohilvagarwal/Driptionary"
] | Did Not Place | false | [] |
c41c93be9d54 | treehacks-2025 | https://devpost.com/software/calvin-3jpoqh | calvin | your canvas (lms) ai assistant | Inspiration
the inspiration for this project actually came from my friend, calvin. he thought of this idea back back a long time ago (65 million years ago). my motivation for this project came from wanting to learn how to use the canvas apis and some of the sponsors' libraries / frameworks / services, so i thought that... | [
"chroma",
"groq",
"instructure-canvas",
"langchain",
"langgraph",
"python",
"typescript"
] | https://www.youtube.com/embed/uxybdbsNkM8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/flotoria/treehacks25"
] | Did Not Place | false | [
{
"repo": "flotoria/treehacks25",
"content": "# calvin\nyour canvas AI assistant (created @ treehacks '25)\n\n",
"truncated": false
}
] |
b12223ba2384 | treehacks-2025 | https://devpost.com/software/mirror-lmd54a | Mirror | Reflecting on your past work, relationships, and learning has never been easier. Mirror turns your minute-to-minute into a comprehensive and indexable knowledge base in the form of a journal. | Inspiration
Remembering things is hard – and staying on top of your self improvement and reflection while juggling a busy schedule is even harder. As a team of busy students, one of whom recently started working a full time job, we decided to build Mirror as a tool to leverage unique smart glasses technology to revolut... | [
"augmentos",
"elasticsearch",
"java",
"mistral",
"nextjs",
"react",
"typescript",
"windsurf"
] | https://www.youtube.com/embed/3FzmbTFD_9I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/kevinzhu12/treehacks-glasses",
"https://github.com/sarahjsu/tree_augmentos"
] | Winner Mistral: Best Use of Mistral AI API (AirPods x4 + $1,000 Cash + $1,000 API Credits) | true | [
{
"repo": "kevinzhu12/treehacks-glasses",
"content": "## Mirror \n\n> Reflecting on your past work, relationships, and learning has never been easier. Mirror turns your minute-to-minute into a comprehensive and indexable knowledge base in the form of a journal.\n\nMirror is an AI-powered app compatible on a... |
818041a8da66 | treehacks-2025 | https://devpost.com/software/the-duck-you-mean | The Duck You Mean? | - if you can explain it to a duck, you can explain it to anyone. | The Duck You Mean
Inspiration
We were motivated by the power of
rubber duck debugging
and the wisdom of Richard Feynman’s quote:
"If you can't explain it simply, you don't understand it well enough."
Too often, AI is used to give answers, but
true learning happens when we explain concepts ourselves
. We wanted to flip ... | [
"elevenlabs",
"luma",
"mistralai",
"openai",
"zoomapi"
] | https://www.youtube.com/embed/eDDO_p1X9e8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/joycechen721/duck-you-mean/",
"https://docs.google.com/presentation/d/1wbRdoGqOnnMw5rVU0nRgBMmOErweNsQdrtsrA7q-214/edit?usp=sharing"
] | Winner ElevenLabs: Best Use of ElevenLabs (11M Credits + AirPods Max per team member [1st] & 8.11M Credits + Merch [2nd] & 5.11M Credits + Merch [3rd]) | true | [
{
"repo": "joycechen721/duck-you-mean",
"content": "## TreeHacks 2025: 2nd Place in Best Use of ElevenLabs\n\n## Inspiration \nWe were motivated by the power of **rubber duck debugging** and the wisdom of Richard Feynman’s quote: \n> *\"If you can't explain it simply, you don't understand it well enough.\... |
87ec35640724 | treehacks-2025 | https://devpost.com/software/operator-optimization | Operator Optimization | Optimizing some core computational primitives used in the design space of Liquid AI models, as described in the opening presentation. | How to test
pdes/
directory has .pde files.
kernels/
directory has custom kernels. Need to be installed to environment by
python setup.py
.
Issues Faced
1*
Compilation Errors
*
The C++ extension failed to compile because:
The
out
version of the function was missing or incorrectly defined.
There were signature mismatche... | [
"c++",
"executorch",
"python",
"pytorch"
] | null | [
"https://github.com/kaloca/liquid_treehacks_challenge"
] | Did Not Place | false | [
{
"repo": "kaloca/liquid_treehacks_challenge",
"content": "# Liquid AI: TreeHacks Challenges 🌲🌲\n\n## Challenge 2: Operator Optimization\n\nThis challenges tests your ability to think cross-functionally across numerics and hardware. You will be optimizing some core computational primitives used in the des... |
a182fa656e6d | treehacks-2025 | https://devpost.com/software/erwin-enhanced-rock-weathering-impact-navigator | ERWIN: Enhanced Rock Weathering Impact Navigator | An accessible carbon removal assessment platform for Enhanced Rock Weathering (ERW) projects. Democratizing geochemistry science to inform CO2 removal research and carbon credit investments. | Inspiration
Our TreeHacks team formed due to common career motivations in tackling climate change. We’re particularly interested in how technology can shape global finance toward climate solutions, hence our interest in the Carbon Removal Assessment challenge.
We spoke with Stanford Earth Systems Professor Kate Maher t... | [
"beautifulsoup4",
"crunchflow",
"docker",
"flask-(python)",
"javascript",
"mapbox-api",
"open-meteo",
"qiskit-(python)",
"selenium",
"soilgrid-api"
] | https://www.youtube.com/embed/PkRRfLv6SxA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Jackal-Studios/rock-thing",
"https://www.canva.com/design/DAGfPeW-cJw/De_TRIO2zEPGTqJQVsqDMw/view?utm_content=DAGfPeW-cJw&utm_campaign=designshare&utm_medium=link2&utm_source=uniquelinks&utlId=h2678110d5b"
] | Winner Sustainability Prize: Best solves the user's pain point of a provided challenge ($800 Cash) | true | [] |
9fc2ed0ce332 | treehacks-2025 | https://devpost.com/software/talk-6vkz8d | Talk | Talk; Your 3-minute bridge to recovery support. Less pressure, more connection, better outcomes | Talk
Inspiration
Our personal longing for deeper, more authentic connections fueled the initial spark behind
Talk
. The real breakthrough, however, came when we spoke with my partner’s father, who is enrolled in a 12-step program. He shared how phone calls can be intimidating, yet he craved daily interactions to help h... | [
"figma",
"firebase",
"flutterflow",
"google-colab",
"openai",
"perplexity",
"python",
"twilio",
"windsurf"
] | https://www.youtube.com/embed/zugDT4EgJYo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/danielodicho/Talk"
] | Did Not Place | false | [
{
"repo": "danielodicho/Talk",
"content": "# Talk\n\nA new Flutter project.\n\n## Getting Started\n\nFlutterFlow projects are built to run on the Flutter _stable_ release.\n",
"truncated": false
}
] |
30ca8bc890ed | treehacks-2025 | https://devpost.com/software/rhetai | Truth AI Agent | A decentralized argument resolution agent powered by autonomous, verifiable AI judgment. | Inspiration
I was inspired by the visual novel "Ace Attorney," the story of a defense attorney who investigates crimes, gathers evidence, and dramatically battles prosecutors in court. I created Truth AI to bring truth back to the internet.
With the increase in popularity of AI agents and lucrative social media moneti... | [
"avs",
"eigenlayer",
"express.js",
"next.js",
"opacity",
"openai",
"tailwindcss",
"typescript"
] | https://www.youtube.com/embed/YVwyPml0RzM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/owenkrause/truth-ai"
] | Did Not Place | false | [
{
"repo": "owenkrause/truth-ai",
"content": "# Virtual Judge powered by Eigenlayer AVS\n\nAn agent that moderates content on social media platforms through consensus-based AI decision making.\n\n<img src=\"ace-attorney.jpg\" width=\"300\" alt=\"banner\">\n\n## Problem\n\nTraditional dispute resolution and a... |
b4efbe39c53d | treehacks-2025 | https://devpost.com/software/sign-sight-no-voice-unheard | Sign-Speak: No voice unheard | Lightweight AR glasses that translate ASL signs into spoken audio in real-time. | Sign-Speak
Inspiration
The four of us had several shared experiences with the deaf community during grade school and were alarmed by the barriers they face in everyday conversation. Deaf people are often relegated to communicating via ASL, which very few outside of their close friends and family understand. In many sit... | [
"3d",
"cad",
"cuda",
"jetson-nano",
"mediapipe",
"numpy",
"opencv",
"python",
"tensorflow"
] | https://www.youtube.com/embed/ef1BUPAwq9w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vkodithala/sign-speak",
"https://huggingface.co/mehulrao2/POV-ASL-Classification",
"https://huggingface.co/datasets/mehulrao2/POV-ASL"
] | Did Not Place | false | [
{
"repo": "vkodithala/sign-speak",
"content": "# Sign-Speak\n\n\n## Inspiration\n\nThe four of us had several shared experiences with the deaf community during grade school and were alarmed by the barriers they face in ... |
e61a7a85bf41 | treehacks-2025 | https://devpost.com/software/visionguard-smart-vision-for-smarter-driving | VisionGuard: smart vision for smarter driving | Our AI-powered system analyzes in-car video footage to transcribe and interpret driver behavior in real time. By detecting safe/unsafe actions, we provide actionable insights to improve road safety. | Inspiration
Driving in extreme conditions like
icy roads and blizzards
often leads to accidents due to
poor visibility or slippery surfaces
. Having personally experienced car accidents caused by vehicles losing control on ice, it’s clear how critical it is to ensure that drivers are cautious and aware. Similarly, my t... | [
"apis",
"colab",
"gpt",
"python",
"reinforcement",
"vscode"
] | null | [
"https://github.com/JayYeung/tesla_kaggle",
"https://docs.google.com/presentation/d/1I6-hDtITWCSTrmS5IM57R79F7E6Rf0M57GbeiiAiLEo/edit?usp=sharing"
] | Winner Tesla: Excellence Prize ($2k Tesla Store Gift Card [1st], $1k Gift Card [2nd], $1k Gift Card [3rd]) | true | [
{
"repo": "JayYeung/tesla_kaggle",
"content": "## Inspiration\n\nDriving in extreme conditions like icy roads and blizzards often leads to accidents due to poor visibility or slippery surfaces. Having personally experienced car accidents caused by vehicles losing control on ice, it’s clear how critical it i... |
7ee58d1137ad | treehacks-2025 | https://devpost.com/software/squadpulse-a-military-healthcare-analytics-platform | SquadPulse: A Military Healthcare Analytics Platform | SquadPulse is a mission-critical platform that unifies real-time heart metrics and advanced analytics, empowering command centers to detect irregularities and keep soldiers at peak readiness. | Inspiration
As our team originally dove into the reality of frontline operations, we discovered that the statistics are sobering:
25+% of military casualties occur during non-combat situations
, with cardiovascular events being a significant contributor. Yet somehow, in 2025, we still lack a unified, real-time health m... | [
"fastapi",
"matplotlib",
"numpy",
"openai",
"perplexity",
"python",
"pytorch",
"react",
"rshiny",
"tensorflow",
"terraapi",
"typescript"
] | https://www.youtube.com/embed/-LxdBLGoBw4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/michelleweon/treehacks-2025"
] | Did Not Place | false | [
{
"repo": "michelleweon/treehacks-2025",
"content": "# SquadPulse\n**Stanford TreeHacks 2025**\n\nReal-time biometric health risk monitoring for military units.\n\n## What it does\nIngests live PPG, EEG, and physiological stress signals, runs them through \nensemble deep-learning classifiers, and surfaces s... |
b9dae7430166 | treehacks-2025 | https://devpost.com/software/orbit-cola | Orbit Cola | Our automated space traffic management system helps satellite operators detect and prevent collisions, ensuring safer missions in an increasingly congested space environment. | Inspiration
As aerospace engineers, our experiences have taken us across a variety of commercial space companies. Just last summer, two of us worked directly on orbit determination and satellite operations in commercial space. This firsthand experience exposed us to critical gaps in the collision avoidance pipeline—cha... | [
"dash",
"python",
"pythonanywhere",
"space-track.org",
"sql"
] | null | [
"https://www.orbitcola.com",
"https://github.com/Orbit-Cola/treehacks-2025"
] | Did Not Place | false | [] |
61849de40b70 | treehacks-2025 | https://devpost.com/software/clampsai | Clampsai | Current security systems only detect security incidents. ClampsAI helps SMBs and homeowners automatically identify threats and take appropriate action through realtime multimodal agentic tool calling. | ClampsAI: Agentic, Actionable Multi-Camera Security System
Inspiration
Security cameras are everywhere, but they're only useful if someone is actively watching them. We saw this problem firsthand in retail stores and public spaces where security personnel struggle to monitor multiple feeds simultaneously. This inspired... | [
"eleven-labs",
"fastapi",
"flask",
"gemini",
"google",
"html",
"javascript",
"twilio"
] | https://www.youtube.com/embed/a0edlET5y3w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/agamg/treehacks-clampsai"
] | Did Not Place | false | [
{
"repo": "agamg/treehacks-clampsai",
"content": "# ClampsAI\n\nA real-time security monitoring system that uses AI to analyze video feeds and automatically alert emergency services when threats are detected.\n\n## What It Does\n\nClampsAI continuously monitors video feeds from security cameras, analyzing e... |
34c7d31de081 | treehacks-2025 | https://devpost.com/software/tower-bot-towers-of-hanoi-solver | Tower-bot: Towers of Hanoi Solver | Towerbot solves the Tower of Hanoi using computer vision and motion planning. The robotic arm uses key manipulation techniques to detect, grasp, and move disks, just like in real-world assembly lines | Inspiration
We were inspired by the challenge of robotic manipulation in assembly lines and industrial automation. The Tower of Hanoi problem serves as a great testbed for grasping, motion planning, and perception, all of which are crucial in real-world robotics applications. We wanted to see if we could get a robotic ... | [
"drake",
"meshcat",
"python"
] | null | [
"https://github.com/ishitag925/towerbot.git"
] | Did Not Place | false | [] |
8b2560ebfef8 | treehacks-2025 | https://devpost.com/software/cafe-fra-me | cafe fra.me | Revolutionizing healthcare by replacing spreadsheets with an AI-native and AR-enhanced approach to deliver personalized, context-rich care. | Inspiration
I remember sitting in a family doctor’s waiting room, frustrated as I watched the doctor’s machine reboot—only to discover it had no record of vaccines I received at another clinic. With all these so-called robust ERP systems and endless spreadsheets, how could this happen? The truth is, the entire healthca... | [
"ethers.js",
"gemini",
"jina",
"openai",
"perplexity",
"polygon",
"python",
"react-native",
"solidity",
"swift",
"terra",
"viem",
"wagmi"
] | https://www.youtube.com/embed/b0TtwTqNfVk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://cafefra.me",
"https://github.com/jeofo/cafeframe"
] | Did Not Place | false | [] |
52fd13bd4107 | treehacks-2025 | https://devpost.com/software/agentzero | AgentZero | Our autonomous and verifiable AI agent removes human inconsistency in making trading decisions, enabling data-driven trades with real-time analysis, customization, and safety. | Inspiration
As a stock-market investor, I deeply understand emotions are one of the greatest obstacles to success in financial markets. Humans have all felt the fear of uncertainty and loss, the temptation of impulsive choices, and the long period to react and make decisions. But what if we could remove human fragility... | [
"eigenlayer",
"gnark",
"go",
"python"
] | null | [
"https://github.com/2pir2/TreeHack2025"
] | Winner Web3 Prize: Best AI Agents ($8k Cash + 8k EIGEN [1st] & $7k Cash + 7k EIGEN [2nd]) | true | [
{
"repo": "2pir2/TreeHack2025",
"content": "# TreeHack2025 Repository\n## This project wins the first place in the Web3 track for The Best AI Agent. WoW!!\nWelcome to the TreeHack2025 Team1 project on web3! This repository contains various tools and models developed during TreeHack 2025 to analyze and predi... |
49b9512beb20 | treehacks-2025 | https://devpost.com/software/flowscope-global-dynamics-visualizer | FlowScope:The Agentic Simulator for Predictive Flow Dynamics | With agentic forecasting, FlowScope enables "what-if" scenario modeling, helping users anticipate and adapt via real-time visualization of human and transport flows across the globe | Inspiration
In recent months, the world has witnessed several tragic aviation incidents in the US—heartbreaking events that remind us of the fragile nature of our interconnected world. Behind every route and every flight lies a story of lives, livelihoods, and human connections. These events deeply moved us, fueling a ... | [
"fast-api",
"langchain",
"openai-api",
"perplexity-search",
"python",
"react"
] | https://www.youtube.com/embed/wQdk5TIzKdo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/HowardHuang1/TreeHacks2025"
] | Did Not Place | false | [
{
"repo": "HowardHuang1/TreeHacks2025",
"content": "# TreeHacks-2025\n\n",
"truncated": false
}
] |
0a5a2774043b | treehacks-2025 | https://devpost.com/software/moodmap-ai | Moods and Metrics | Hyper-analyze your mood with a simple click of a button. See your emotions clearly through audio, video, and transcription sentiment analysis to take control of your mental well-being! | Inspiration
In a world where stress and anxiety are increasingly prevalent, we were inspired to create a tool that not only helps individuals understand their emotional states but also empowers them to take control of their mental well-being. Mood and Metrics was born out of a desire to bridge the gap between technolog... | [
"d3.js",
"fastapi",
"gemini",
"huggingface",
"python",
"pytorch",
"react",
"tailwind",
"three.js"
] | https://www.youtube.com/embed/3kKoX5IYdJQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/corey-shen/stress-level-audio-analysis"
] | Winner Otsuka Valuenex: ekkomi® Advanced Technologies for User Feedback Award ($500 Amazon + $100 ekkomi® matcha gift card per team member) | true | [
{
"repo": "corey-shen/stress-level-audio-analysis",
"content": "## Inspiration\nIn a world where stress and anxiety are increasingly prevalent, we were inspired to create a tool that not only helps individuals understand their emotional states, but also empowers them to take control of their mental well-bei... |
2c41d472a132 | treehacks-2025 | https://devpost.com/software/kaleidoscope-ewg9rc | Kaleidoscope | Kaleidoscope predicts customer behavior for retail brands through detailed AI simulations of individual customers. | What it does
Instead of spending many weeks/months and hundreds of thousands of dollars testing different ads and messaging on real customers, use Kaleidoscope’s simulated customers instead. By comparing your existing customer tracking data (from Google Analytics, Shopify, Stripe) and your historical customer interacti... | [
"amazon-rds-relational-database-service",
"nextjs",
"openai",
"prisma"
] | https://www.youtube.com/embed/ZhzSptAltN4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
b18433c17e89 | treehacks-2025 | https://devpost.com/software/roomba-nurse | Roomba Nurse | A personal bedside attendant for every patient | Nurses should be saving lives, not running errands. Yet, nearly
40%
of their
12-hour shifts
are wasted on manual tasks like retrieving food, water, and supplies—time that should be spent on patient care.
Nurses spend over
50%
of this time diluting attention to delivery tasks rather than patient care. This causes
delaye... | [
"cnn",
"gemini",
"nextjs",
"openai",
"raspberry-pi",
"roomba"
] | https://www.youtube.com/embed/_tW5jkEJEZE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/KevinWu098/roomba-ai"
] | Did Not Place | false | [
{
"repo": "KevinWu098/roomba-ai",
"content": "## roomba-ai\n\n### Datasets used\n1. [Nurses Stress Prediction](https://www.kaggle.com/code/guanlintao/eda-pca-ml-nurse-stress-prediction/output) ",
"truncated": false
}
] |
aad89bea9457 | treehacks-2025 | https://devpost.com/software/codefusion-v9eq2x | CodeFusion | Talk, gesture, and bring your code to life. | Inspiration 💡
We were inspired by the thought of, "what if Cursor could do this?" Cursor composer, a powerful tool in it of itself, how much crazier would it be for Cursor to have access to video and audio, along with our terminals so not only could it write code, it would verify it's capabilities and more.
What it do... | [
"flask",
"gemini",
"intersystems",
"openai",
"opencv",
"visual-studio-code"
] | https://www.youtube.com/embed/iqgE5-5C61M?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vsahni3/CodeFusion/tree/main"
] | Winner Warp: Best Developer Tool (Keychron Mechanical Keyboard per team member) | true | [] |
ff5b8b281d47 | treehacks-2025 | https://devpost.com/software/booksy | booksy | Stories built together, memories cherished forever. | Inspiration 💡
40–60% of parents feel they don’t spend enough time with their children
, and the average family manages
just 6 precious hours
together each week.
This isn’t just a statistic: it’s a
missed opportunity for connection, learning, and shared joy.
Research shows that meaningful parent-child interactions fost... | [
"elevenlabs",
"groq",
"javascript",
"lumalabs",
"react",
"supabase"
] | https://www.youtube.com/embed/rNGf3JaDF5w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/gigabite-pro/treehacks-25"
] | Did Not Place | false | [
{
"repo": "gigabite-pro/treehacks-25",
"content": "## Inspiration 💡\n\n**40–60% of parents feel they don’t spend enough time with their children**, and the average family manages **just 6 precious hours** together each week.\n\nThis isn’t just a statistic: it’s a **missed opportunity for connection, learni... |
94e71eefc5bd | treehacks-2025 | https://devpost.com/software/pyro-ai | Pyro*AI | Stay Ahead of the Flames | Inspiration
Not so long ago in January 2025, the Palisades and Eaton fires took over Los Angeles and global headlines, consuming over 37,000 acres, destroying more than 16,000 structures, and tragically claiming at least 29 lives. As this event unraveled, we recognized the need for smarter, more sustainable wildfire ma... | [
"mapbox",
"nextjs",
"python",
"pytorch",
"tensorflow"
] | https://www.youtube.com/embed/fTVpI_663GE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://pyroai.vercel.app/",
"https://github.com/EthanSantos/pyroai"
] | Did Not Place | false | [
{
"repo": "EthanSantos/pyroai",
"content": "# Pyro.AI\n<div align=\"center\">\n <img width=\"947\" alt=\"pyroai\" src=\"https://github.com/user-attachments/assets/9fed5ec9-b0fe-474b-aa34-d12faa8a03ed\" />\n</div>\n\n## Tech Stack\n<div align=\"center\">\n <img alt=\"NextJS\" src=\"https://img.shields.io/b... |
3d001ef2279e | treehacks-2025 | https://devpost.com/software/solana-rivals | Solana Rivals | Build, customize, and unleash your own gamified AI trading agent. Track whales, analyze markets, and climb the leaderboard to win epic rewards. Trade like an expert—earn like a champion! | Solana Rivals: AI Agent Trader Competition
About the Project
Our vision for
Solana Rivals
was born at the crossroads of frontiers: the rise of autonomous AI agents, the birth of decentralized markets and web3, and our shared belief in the power of gamification. As humanity has always pushed boundaries, we wanted to har... | [
"dexscreener",
"docker",
"express.js",
"google-gmail-oauth",
"helius",
"html",
"next.js",
"node.js",
"openai",
"react",
"shadcn/ui",
"solana",
"supabase",
"tailwindcss",
"typescript"
] | https://www.youtube.com/embed/p4OMFKMqyH8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aneeshvathul/thbe",
"https://github.com/tremanus/thfe"
] | Did Not Place | false | [
{
"repo": "tremanus/thfe",
"content": "\n# Solana Rivals: AI Agent Trading Competition \n\n> Build, customize & unleash AI trading agents in a gamified battle! Track whales, analyze markets & climb the leaderboard for epic rewards. Trade like an expert—earn like a champion!\n\n## About\n\nSolana Rivals merg... |
cb0c6a48839b | treehacks-2025 | https://devpost.com/software/sync-79r18p | Sync | Sync your fitness plans to your menstrual cycle | Inspiration
For female athletes, such as professional competitors and military personnel, workout efficiency is crucial to their performance. Despite this, research has shown that 75% of elite female athletes report their menstrual cycle affects their performance, with over 50% identifying the mid-follicular phase (jus... | [
"elevenlabs",
"gemini",
"nextjs",
"perplexity",
"react",
"supabase",
"terraapi",
"typescript",
"vercel"
] | https://www.youtube.com/embed/Cb9o4UBcL0k?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/isakaii/sync",
"https://sync-zeta.vercel.app/health"
] | Did Not Place | false | [
{
"repo": "isakaii/sync",
"content": "# Sync\nTreehacks 2025\n\n# Deployment\nGo to https://sync-zeta.vercel.app/health to see this in action\n",
"truncated": false
}
] |
0b06ffad03bd | treehacks-2025 | https://devpost.com/software/pulse-ai-0oafm5 | PULSE.AI | An AI code agent tool that integrates live browser session context for smarter coding assistance. It analyzes tabs, runs extra searches, and uses RAG to provide Codeium’s Cascade with extra context. | Inspiration
Developers constantly search the internet for solutions while coding—whether it's project planning documents, API documentation, recent research papers, or Stack Overflow discussions. We wanted to seamlessly integrate browser tab context into an AI code editor (Windsurf), making coding more efficient by sur... | [
"cascade",
"chroma",
"codeium",
"css3",
"fastapi",
"html5",
"javascript",
"mistral",
"mpc",
"perplexity",
"python",
"rag",
"react",
"sonar",
"structuredoutputs",
"windsurf"
] | https://www.youtube.com/embed/wFDW0y9zVGU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ekang7/PulseAI"
] | Winner Codeium: Best Use of Windsurf ($1k Cash + 1-Year Windsurf + Codeium Subscription) | true | [
{
"repo": "ekang7/PulseAI",
"content": "# PulseAI: Browser-Based Coding Assistant Tool (TreeHacks 2025 Codeium Prize Winner for Best Use of Windsurf)\n\nPulseAI is a tool that enhances your AI coding assistant experience by providing your assistant with information about your (voluntarily captured) browser ... |
6c6caa25d28d | treehacks-2025 | https://devpost.com/software/classpulse | ClassPulse | An AI-powered assistant for professors to understand student performance in real-time—through live lecture engagement and homework insights—empowering smarter teaching decisions | Inspiration
Education is evolving, but professors often struggle to gauge real-time student understanding during lectures or identify key learning gaps from homework. Inspired by the idea of using AI to bridge this gap, we set out to build a solution that provides professors with deeper, actionable insights—making clas... | [
"gemini",
"next",
"openai",
"python"
] | https://www.youtube.com/embed/OtibH1TkmZw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/speedstorm1/treehacks25"
] | Did Not Place | false | [
{
"repo": "speedstorm1/treehacks25",
"content": "# 🚀 ClassPulse\n\n<div align=\"center\">\n <h3>AI-Powered Teaching Assistant</h3>\n <p>Bridging the gap between professors and students with real-time insights</p>\n</div>\n\nDemo: https://www.youtube.com/watch?v=OtibH1TkmZw\n\n## 💡 Inspiration\n\nEducati... |
8ccb1ec14905 | treehacks-2025 | https://devpost.com/software/gitrizz-ai | gitRizz.ai | Why use Tinder when your Github commits speak for themselves? We analyzes your repos, PRs, and contributions to find your perfect match — no bios, no cringe, just pure algorithmic compatibility! | Inspiration
We realized that a person’s GitHub says more about them than any dating profile ever could—commit history, README vibes, even that one cursed 2 AM push. So why not let the code do the talking? With gitRizz.ai, we’re turning repositories into relationships, because nothing says “soulmate” like burnout and a ... | [
"beautiful-soup",
"elasticsearch",
"flask",
"github",
"kibana",
"lucide",
"node.js",
"openai",
"python"
] | https://www.youtube.com/embed/0_vUbWiVhP4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aliceli465/treehacks25"
] | Did Not Place | false | [
{
"repo": "aliceli465/treehacks25",
"content": "# treehacks25\n\ngit rizz before you git commit.\n",
"truncated": false
}
] |
8c4cc5b3650c | treehacks-2025 | https://devpost.com/software/ghgguessr | GHGuessr | Guess the country based on its total greenhouse gas emissions! Our game turns climate data into an interactive challenge, bridging knowledge gaps and inspiring climate-conscious action. | Inspiration
GHGuessr is a single-player game with the mission of building climate awareness, especially in the realm of greenhouse gas (GHG) emissions and other air pollutants. Players gain points when they answer correctly. There is a “hint” button that provides additional facts about the country, so that players can ... | [
"api",
"css",
"html",
"javascript",
"react"
] | https://player.vimeo.com/video/1057191893?byline=0&portrait=0&title=0#t= | [
"http://treehags.vercel.app",
"https://github.com/amanda-jenkins/TreeHAGS/tree/main/src"
] | Did Not Place | false | [
{
"repo": "amanda-jenkins/TreeHAGS",
"content": "\n### To run: npm install and then npm start\n\nThis project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).\n\nRuns the app in the development mode.\\\nOpen [http://localhost:3000](http://localhost:3000) to view it in ... |
994d7dfbae8a | treehacks-2025 | https://devpost.com/software/engage-real-time-ai-agents-for-smarter-classrooms | Engage: Real-time AI Agents for Smarter Classrooms | Engage is a real-time multimodal agentic platform that proactively observes and interacts with teaching environments, maximizing learning outcomes with personalized data-driven per-student insights. | Inspiration
As teaching assistants for large courses, we understand the difficulty of addressing individual student needs in real time. With resource constraints and high student-to-faculty ratios, traditional classroom analytics tend to rely on surveys or assessments, failing to capture live student comprehension and ... | [
"gemini",
"intersystems",
"multimodal",
"rag",
"video"
] | https://www.youtube.com/embed/1y4bA36OYp8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/luca-borletti/engage-ai"
] | Did Not Place | false | [
{
"repo": "luca-borletti/engage-ai",
"content": "# Engage – Real-time AI Agents for Smarter Classrooms\nEngage is a multimodal agentic platform for realtime educational experiences. It aims to maximize learning outcomes with personalized student insights and empower educators with in-class assistance. (200 ... |
ebd6c845bcc2 | treehacks-2025 | https://devpost.com/software/genuius-your-genuine-genius | GenuisAI | Students deserve to study with confidence, accuracy, and trust. That's why Genuis is more than just smart - it's genuine. | Genuis -
Genuinely
making you a
Genius
Inspiration
The last thing you want your tutor to do is lie to you. Yet, 77% of users have been deceived by AI hallucinations when using chatbots for learning (Tidio). Students deserve to study with confidence, accuracy, and trust, but traditional AI tutors often fabricate informa... | [
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"elevenlabs",
"flutterflow",
"groq",
"openai",
"perplexity",
"python",
"query",
"tts",
"whisper"
] | https://www.youtube.com/embed/ica8KIuQ_S4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/fabianmolinaEE/TreeHacks25",
"https://app.flutterflow.io/run/d3DbI94DtyxW5RVApBvE",
"https://app.flutterflow.io/project/treehackscopy-prmpn4"
] | Did Not Place | false | [
{
"repo": "fabianmolinaEE/TreeHacks25",
"content": "# TreeHacks25\nRepo for treehacks 2025. Fabian, Efrain, Amesha, Suprad\n\nDemo Video: https://www.youtube.com/watch?v=ica8KIuQ_S4 \n\n🧠 Study Smarter, Not Harder\nGenuisAI is an AI-powered academic assistant designed to eliminate AI hallucinations, ensuri... |
a0d3a89e08d4 | treehacks-2025 | https://devpost.com/software/xrayvision-dgblcq | XrayVision | Read You X-rays, Right Away | Inspiration
Hack the world a better place! - This motto drives our vision to make medical imaging more accessible, trustworthy, and reassuring for everyone, regardless of their background.
Around the world, many patients - especially in less wealthy areas - face long waits for expert analysis, leading to anxiety and un... | [
"api",
"app",
"chexagent",
"chexpert",
"edge-ai",
"foundational-models",
"llms",
"medimageinsight",
"mimic",
"mistral",
"perplexity",
"python",
"vlm"
] | https://www.youtube.com/embed/i7mnssfbFjQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/loufay/XrayVision"
] | Did Not Place | false | [
{
"repo": "loufay/XrayVision",
"content": "# XRayVision \n\n## Hack the World a Better Place! \n\n### 🌲 TREEHACKS - 2025 \n\nXRayVision is a cutting-edge web app designed to empower patients by providing instant diagnostic insights from multiple AI models. By harnessing an ecosystem of diverse AI-powere... |
fd9ae7aa5e63 | treehacks-2025 | https://devpost.com/software/poof-3qshno | Poof! | Poof simplifies exchange planning process by letting you search for equivalent courses, compare schools, and bookmark options, all in one place. | Inspiration
Going on exchange should be one of the most exciting and fun experiences of a student's life. But too often, the process becomes tedious and stressful, triple-checking eligibility, verifying course equivalencies, and juggling countless open tabs. We hope to simplify this process and allow students to find a... | [
"flask",
"perplexity",
"react"
] | https://www.youtube.com/embed/Fk0n4rqkcy8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tongliu999/TreeHacks"
] | Did Not Place | false | [
{
"repo": "tongliu999/TreeHacks",
"content": "# Poof!\n\nFind equivalent courses at exchange host universities by entering your course codes from home.\n\n[](https://youtu.be/Fk0n4rqkcy8)\n\n[Demo video: https://youtu.be... |
5bf5c179aa36 | treehacks-2025 | https://devpost.com/software/lemon-7gn5hq | Lemon | A simple, transparent ecommerce platform for bargain produce that connects consumers and businesses with local farmers to reduce food waste and fight climate change | Inspiration
Reducing food waste is one of the most effective ways to combat climate change. In fact, food waste has an environmental footprint 248x bigger than plastic! 🌍
As we researched the root causes of food waste, we discovered that some 1.2 billion tonnes of fruit and vegetables are discarded annually at farms ... | [
"dart",
"flutter",
"supabase"
] | https://www.youtube.com/embed/1pXlAKx7Xzo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://lemon.flutterflow.app",
"https://github.com/twosodium/lemon",
"https://app.flutterflow.io/run/DdNU9oq49bbWYsMZY3xf",
"https://app.flutterflow.io/project/thackssss-jvfor7"
] | Winner Sustainability Prize: Best incorporation of broader context to enhance venture viability ($800 Cash) | true | [
{
"repo": "twosodium/lemon",
"content": "# Lemon\nTreeHacks 2025 submission. \n[Note: only the mobile stuff works as of now 😔]\n\n## Inspiration\nReducing food waste is one of the most effective ways to combat climate change. In fact, food waste has an environmental footprint 248x bigger than plastic! 🌍\... |
0447201b922b | treehacks-2025 | https://devpost.com/software/grant-scoper | Grant Scoper | Considering the current unpredictability in research funding, we built a web app to help Stanford University's members to find funding opportunities for project ideas they want to pursue! | Inspiration
With the new presidential administration, has come frightening uncertainties in sources of funding for research and other academic projects. The current administration has proposed dramatic cuts to the NIH and other government entities that provide critical sources of funding to academic institutions. Addit... | [
"nextjs",
"python",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/5dZXNvuemjg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Bio-Programmer/grants-search"
] | Did Not Place | false | [] |
6e4096665407 | treehacks-2025 | https://devpost.com/software/supernova-p1tum5 | Supernova | End-to-end AI-generated ads – the world's influencers at your fingertips. | Inspiration
The creator economy is evolving at lightning speed. With platforms like TikTok and Instagram fueling the rise of
short-form user-generated content (UGC)
, influencer marketing has become a powerful way for brands to connect with their audiences. Yet, despite breakthroughs in generative AI—like dynamic video... | [
"agents",
"cartesia",
"groq",
"heygen",
"nextjs",
"openai",
"perplexity",
"runway",
"supabase"
] | https://www.youtube.com/embed/785iDkVIIe0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/pr28416/ai-ugc",
"https://supernova0.vercel.app/",
"https://supernova0.vercel.app/gallery"
] | Winner TreeHacks Grand Prize | 2nd Place ($7.5k Cash) | true | [
{
"repo": "pr28416/ai-ugc",
"content": "# Supernova\n\nEnd-to-end AI-generated ads – the world's influencers at your fingertips.\n\n*Iñaki Arango, Nikita Mounier, Pranav Ramesh, Dinesh Vasireddy*\n",
"truncated": false
}
] |
f76dd4bd7007 | treehacks-2025 | https://devpost.com/software/quick-quack | QuickQuack: The Ultimate Exam Grading Tool | Grade handwritten CS exams in a fraction of the time! QuickQuack’s AI rapidly extracts, runs, and evaluates code, providing personalized feedback and returning valuable time to teaching staff. | Inspiration
Six hours, uninterrupted, grading a single exam. That's not a typo, that's our team member’s reality. As a TA for one of the largest CS classes at Stanford, she spends up to 12 hours per quarter just grading tests alone, even with a 100-person teaching team. That's roughly 4800 hours per year dedicated to g... | [
"flutterflow",
"gemini",
"jdoodle",
"json",
"openai",
"python"
] | https://www.youtube.com/embed/h6vdr7TMtfk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://app.flutterflow.io/run/xtzmhNYztFILRF2hkz74"
] | Did Not Place | false | [] |
46a43099b16b | treehacks-2025 | https://devpost.com/software/survivex | SurviveX | Your hands-free conversational survival assistant. Powered by on device LLM inference, offering step-by-step instructions to keep you smarter and safer anytime, anywhere. | SurviveX
Link to
demo
The Problem 💭
30% of people
who get lost in the wilderness never find their way back.
Imagine yourself
lost and alone
in the middle of nowhere, no internet access to call for help or look up survival knowledge and time is
running out
.
Whether it's a hiker with a broken leg, a soldier in combat,... | [
"executetorch",
"finetuning",
"github",
"llama",
"mixedreality",
"nvidia-brev",
"python",
"pytorch",
"swift",
"torchtune",
"vision",
"visionos",
"visionpro",
"vscode",
"xcode"
] | https://www.youtube.com/embed/aVEuAuWjVac?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rockuutree/SurviveX-Treehacks/tree/main",
"https://drive.google.com/drive/folders/1Pntxog05MBqzbzW5uoAEGDyOuOXghBv9?usp=sharing"
] | Winner Edge AI Prize: Most Creative On-Device AI Deployment ($10k Cash) | true | [
{
"repo": "rockuutree/SurviveX-Treehacks",
"content": "# SurviveX\n\n## The Problem\n\nImagine you're _lost and alone_ in a remote environment, you have no internet access to call for help or look up survival knowledge and time is **running out**. \n\nWhether it's a hiker with a broken leg, a soldier in com... |
2b094c136daa | treehacks-2025 | https://devpost.com/software/magic-words-9vs8d2 | NeuroScribe: Brainwaves to speech and image | Revolutionizing communication. Converting muscle contractions and emotions from EEG brainwaves to text, speech, and images. No voice, no keyboard. Think it, and watch your ideas come to life. | Inspiration
The spoken word is the most intimate connection that we share with other humans; for most, speech was the first way in which we communicated ideas, creativity, and emotion. Yet, our world is home to 64 million people that suffer from childhood-induced or paralysis-induced mutism (inability to speak) — 400,0... | [
"brainflow",
"elevenlabs",
"fastapi",
"luma",
"openbci",
"tailwind",
"websocket"
] | https://www.youtube.com/embed/QudwDo8i_Ts?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/JoelGrayson/Treehacks25/tree/main"
] | Did Not Place | false | [] |
c9ff0d03a279 | treehacks-2025 | https://devpost.com/software/beef-xk5pif | BEF | For leaders in high-performance environments, we aggregate real-time wearable data from teams, providing LLM-driven insights, detecting arrhythmias, and reconstructing ECGs—no medical expertise needed | B.E.F. — Biometric Enhancement Framework:
Streaming multi-user health data for easy querying in natural language, continuous monitoring of cardiac events, and alert based ECG reconstruction with accelerated edge compute
Intended Use
B.E.F. streamlines multi-user wearable data—such as workout sessions, daily activities,... | [
"cuda",
"python",
"pytorch",
"react-native",
"terraapi",
"vercel",
"vercelv0"
] | https://www.youtube.com/embed/z_tsDhHi2Fs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/shafink11/ppg_project"
] | Winner Terra API: Health Command Center (Ultrahuman Air Ring per team member) | true | [] |
60d55a94a1e3 | treehacks-2025 | https://devpost.com/software/easyread-5axzc3 | EasyRead | EasyRead makes reading effortless! Double-click a complex word for a simpler version, single-click to undo the change. Build a personal dictionary as you go. Read smarter, faster, and stress-free! | Inspiration
EasyRead was a feature we always dreamed of - an effortless way to simplify complex words while reading. We thought it would be amazing to have this as a web app or a Chrome extension to help users read smoothly without interruptions.
What it does
EasyRead makes reading easier by allowing users to double-cl... | [
"css",
"dictionaryapi",
"figma",
"html",
"node.js",
"openai",
"react",
"wireframing"
] | https://www.youtube.com/embed/phPByN5oowo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ym256-stanford/tree-hacks-2025.git"
] | Did Not Place | false | [
{
"repo": "ym256-stanford/tree-hacks-2025",
"content": "# tree-hacks-2025",
"truncated": false
}
] |
168a5a615f2a | treehacks-2025 | https://devpost.com/software/readable-ai-braille-printer | BrailleBot: Make Every Document Accessible! | World's first braille printer under $15 | BrailleBot
transforms any document into printed standard braille, well-suited for printing documents, textbooks, websites, or even Zoom lecture summaries. It’s the first printer that can take any document and convert it to an accessible text format including textual image descriptions using AI visual recognition. It th... | [
"cad",
"chakra",
"claude",
"groq",
"llama",
"nextjs",
"openai",
"python",
"typescript",
"vercel"
] | https://www.youtube.com/embed/atzED5lXhCE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/cathyzbn/braille-printer"
] | Winner Best Hardware Hack (DJI Mini 3 Drone with Remote Control per team member) | true | [
{
"repo": "cathyzbn/braille-printer",
"content": "# BrailleBot: Turn a 3D Printer to a Braille Printer for $15\n\n> Winner of Treehacks 2025 Best Hardware Hack\n>\n> Video intro: https://youtu.be/atzED5lXhCE\n\n**BrailleBot** transforms any document into printed standard braille, well-suited for printing do... |
772127fbe286 | treehacks-2025 | https://devpost.com/software/buzzy-in8s35 | Buzzy | The Smart Study Schedule for Buzzy Students.
Your AI-Powered, perfect study schedule - research-backed and personalized to you. | Inspiration
As students ourselves, we’ve both struggled with creating study schedules that actually work, ones that fit around our commitments while helping us retain information effectively. Too often, we’ve spent more time figuring out what to study than actually studying. We realized we weren’t alone.
To better unde... | [
"figma",
"flutterflow"
] | https://www.youtube.com/embed/FI2bWcOtMXI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
1bbbeff17d26 | treehacks-2025 | https://devpost.com/software/om-optimized-meditation | Om: Optimized Meditation | Optimizing mindfulness through adaptive meditation: Using biometric wearables and a visual learning model to personalize meditation, enhance resilience, and tailor wellness products to user needs | TL;DR
High-stress professions, such as military service, contribute to cognitive impairment, increased impulsivity, and long-term health risks, yet existing stress management techniques like self-guided meditation lack structure and real-time adaptability. Guided meditation is effective, but not always practical throug... | [
"amazon-web-services",
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"gemini-flash-2.0",
"opencv",
"perplexity",
"python",
"relational-databases",
"streamlit",
"terra-api",
"visual-language-models",
"vlm"
] | https://www.youtube.com/embed/fEaOdKsXo84?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rahulrejeev/treehacks-2025.git"
] | Did Not Place | false | [
{
"repo": "rahulrejeev/treehacks-2025",
"content": "# treehacks-2025\n our novel idea to cure health\n\n\n we take bio-wearable data and visual cues in order to cross validate effective prompting for meditation\n",
"truncated": false
}
] |
fdd46d7e9609 | treehacks-2025 | https://devpost.com/software/xxx-lrki7u | xxx | xxx | WELCOME TO ZU-LM
A brave new world...
4-D, Interactive Voice Podcasting
Edge Computing
Retrieval Augmented Generation
Inspiration
What It Does
How We Built It
Challenges We Faced
Accomplishments We're Proud Of
What We Learned | [
"elevenlabs",
"groq",
"javascript",
"langchain",
"lumalabs",
"mistral",
"openai",
"perplexity",
"rust",
"typescript"
] | null | [
"https://github.com/zcsabbagh/zu-lm"
] | Did Not Place | false | [
{
"repo": "zcsabbagh/zu-lm",
"content": "# ZU-LM\n\nA research-driven podcast generator that creates engaging conversations about any topic.\n\n## Environment Setup\n\nThis project requires several API keys to function properly. Follow these steps to set up your environment:\n\n1. Copy the example environme... |
4a8e84057e28 | treehacks-2025 | https://devpost.com/software/matchavibe | Matcha Vibe | Make the best of every meeting. We use real-time analytics with personalized AI agents to convert valuable human experiences into actionable insights for key decision makers for business and education | Matcha Vibe
Inspiration
Sen no Rikyu, the founder of the Japanese tea ceremony, explained its philosophy with this phrase:
一期一会 (ichi-go ichi-e): one time – one meeting.
Life is about
seizing every moment.
Business pitches, lectures, and personal conversations are all fleeting—
so make them count
.
The Problem:
Remote ... | [
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"elevenlabs",
"gemini",
"groq",
"javascript",
"luma",
"lumaai",
"node.js",
"websockets",
"whisper",
"zoom",
"zoom-api"
] | https://www.youtube.com/embed/JoYMb-LxBJQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/treehacks2025/mockRTMSserver"
] | Did Not Place | false | [
{
"repo": "treehacks2025/mockRTMSserver",
"content": "# Realtime Media Streams Mock Server -- V.1.0\n\n> **Confidential under NDA - Do Not Distribute**<br/>\n> The information in this document is confidential and requires an NDA. It is intended only for partners in the Zoom RTMS Beta Developers program. Par... |
1f11e8f0791f | treehacks-2025 | https://devpost.com/software/pushpa-pyro-uav-system-for-high-risk-patrol-and-alerting | PUSHPA - Pyro UAV System for High-risk Patrol and Alerting | PUSHPA gives firefighters eyes on the ground and in the air. Smart glasses steer drones for real-time wildfire mitigation w optical & UAV input + x20 kernel-optimized edge compute on custom SDKs. | Inspiration
Firefighters operate in
resource-constrained
, high-stakes environments where reliable connectivity can be scarce. In many disaster zones, as seen in the recent LA fire,
Wi-Fi and cellular networks are often unavailable
. Despite these challenges, these brave men and women stand as
society’s protectors
, ri... | [
"executorch",
"gemini",
"langchain",
"llama.cpp",
"pytorch",
"vercel"
] | https://www.youtube.com/embed/-p4GfOiM0GY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://pushpafire.vercel.app/",
"https://github.com/chandrasuda/nextgen-firewatcher"
] | Winner Edge AI Prize: Operator Optimization Champion ($5k Cash) | true | [] |
3f79fffae1d8 | treehacks-2025 | https://devpost.com/software/aegis-command | Aegis Command | A cutting-edge, AI-driven mission intelligence system that doesn’t just track data—it understands, adapts, and takes action in real time to optimize squad readiness and make life-saving decisions. | Inspiration
In modern military operations, commanders must make split-second decisions that impact mission success and soldier safety. But with overwhelming data streams, how do we ensure that critical insights are not lost?
We envisioned an AI-powered command system that doesn’t just track soldier performance—it analy... | [
"express.js",
"lucid",
"next.js",
"node.js",
"openai",
"perplexity",
"recharts",
"shadcn",
"tailwind",
"terra",
"typescript",
"vercel",
"websockets"
] | https://www.youtube.com/embed/1Xa9xg3BdDQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://v0-new-project-nhhecb7ns8k-ojqdea.vercel.app/",
"https://github.com/shaashvat01/tree"
] | Did Not Place | false | [
{
"repo": "shaashvat01/tree",
"content": "# Aegis Command\n\n## Overview\nAegis Command is an AI-driven mission intelligence system designed to monitor, analyze, and optimize soldier performance in real-time. It predicts risks, enhances squad readiness, and automates decision-making, helping military teams ... |
f86b638bfd7d | treehacks-2025 | https://devpost.com/software/morpheus-iq2g1y | Morpheus Ray-Bans: Your ASL Teacher | "Silence has a story." Through Meta's Ray-Ban glasses, we can transform sign language into spoken words in real-time. Break free from communication barriers, learn ASL, and connect with 500K+ others! | Morpheus - Meta Ray-Bans ASL Tutor
Inspiration
We believe everyone deserves to be understood. While over 500,000 people use American Sign Language (ASL) as their primary language, there's still a huge gap in real-time communication between signers and non-signers. While voice-to-text is everywhere (think Siri or Alexa)... | [
"css",
"flask",
"html",
"mediapipe",
"numpy",
"openai",
"opencv",
"pillow",
"pygame",
"python",
"rayban-metas",
"scikit-learn"
] | https://www.youtube.com/embed/PgUnRM5JEl4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/stevensegawa/asl-recognition-web.git"
] | Did Not Place | false | [
{
"repo": "stevensegawa/asl-recognition-web",
"content": "Morpheus - Meta Ray-Bans ASL Tutor\n\nInspiration\n\nWe believe everyone deserves to be understood. While over 500,000 people use American Sign Language (ASL) as their primary language, there's still a huge gap in real-time communication between sign... |
34674c833df0 | treehacks-2025 | https://devpost.com/software/vigilante-xkf7s9 | Vigilante | Combat misinformation through flagged Tweets and grounded sources, and reference a realtime dashboard that visualizes trends on a global scale. | Inspiration
Today, misinformation spreads quicker than you can say “retweet.” Staying informed has never been more crucial—or more challenging. Social media platforms can be powerful tools for connection, but they’ve also become battlegrounds for accuracy, where misleading claims and manipulated information thrive. We ... | [
"d3.js",
"fastapi",
"groq",
"next",
"perplexity",
"plasmo",
"postgresql",
"python",
"react",
"supabase"
] | https://www.youtube.com/embed/NQWxzOrpraY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/dav1dbai/Vigilante",
"https://www.usevigilante.com/"
] | Winner Otsuka Valuenex: VALUENEX Big Data Visualization Award ($1k Amazon Gift Card) | true | [
{
"repo": "dav1dbai/Vigilante",
"content": "\n# Vigilante, built at Treehacks 2025\n### Winner of the Otsuka Valuenex Data Visualization Award\nToday, misinformation spreads quicker than you can say “retweet.” Staying in... |
04675adc95d2 | treehacks-2025 | https://devpost.com/software/klaw | Klaw | Klaw is an accessibility tool that enables seamless laptop interaction through hand gestures, facial expressions, and voice recognition, empowering individuals with mobility and speech challenges. | Inspiration
Klaw was inspired by the need for more intuitive, hands-free ways to interact with technology, especially for individuals with mobility or speech impairments. As technology becomes increasingly integrated into daily life, traditional input methods like keyboards and mice are sometimes insufficient for the ... | [
"mediapipe",
"numpy",
"opencv",
"pygame",
"python",
"speechrecognition"
] | https://www.youtube.com/embed/pZWX64logH0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/NikhilSura04/KlawTreeHacks2025"
] | Did Not Place | false | [
{
"repo": "NikhilSura04/KlawTreeHacks2025",
"content": "# KlawTreeHacks2025\nKlaw is an accessibility tool that enables seamless laptop interaction through hand gestures, facial expressions, and voice recognition, empowering individuals with mobility and speech challenges. \n\n## Inspiration\nKlaw was inspi... |
a5fc9df1118f | treehacks-2025 | https://devpost.com/software/gflow-probability-data-optimization | gflow: probability data optimization | A research approach for decision making and data using VLMs. We explored Q&A approaches for the Tesla challenge: CLIP + GFlowNet inference, pure-Gemini slomo approach, and multi-step meta-CoT. | Inspiration
We tackled the Tesla Real-World Video Q&A challenge, excited to take on a real-world ML problem. Some of us had experience with AV perception systems and cognitive modeling and were excited to develop reasoning with VLMs.
We approached this as both a research initiative and an engineering problem: there was... | [
"gemini",
"llava",
"openai",
"python",
"vlm"
] | null | [
"https://github.com/cslegasse/gflownet-tesla"
] | Did Not Place | false | [] |
2834f052d43c | treehacks-2025 | https://devpost.com/software/meredith | Meredith | A fully autonomous agent powered by edge AI technology on your Apple Watch, dynamically planning complex workflows across email, calendar, files, and Perplexity search - all while keeping data private | Inspiration
Medical residents juggle the
impossible
: 80+ hour weeks, nonstop learning, and high-stakes decisions, all while battling fatigue. Our team was inspired by family and friends in residency, sharing stories of 28-hour shifts, only to attend rounds, study for exams, and prep for procedures with barely a moment... | [
"flask",
"ios",
"llama-3.3",
"next.js",
"perplexity-sonar",
"python",
"swift",
"typescript",
"xcode"
] | https://www.youtube.com/embed/d-OK8ggtVjU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/xzrderek/treehacks25/"
] | Did Not Place | false | [
{
"repo": "xzrderek/treehacks25",
"content": "# treehacks25",
"truncated": false
}
] |
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