knowledge_base/projects.md

Vrushket More - Projects

TheraMind (Featured Research Project)

Multi-Agent Healthcare Analytics Pipeline

• Type: Research Project, First Author Publication
• Tech Stack: Python, LangChain, NLP, Multi-Agent Systems
• Publication: Research Square preprint (DOI: 10.21203/rs.3.rs-6787930/v1)
• Description: Built a multi-agent healthcare analytics pipeline processing 10,000+ PubMed case reports to surface clinician-ready NSCLC (Non-Small Cell Lung Cancer) clinical evidence
• Key Achievements:
  • 92% recall for clinical case detection
  • 99.7% specificity for accurate classification
  • 70% runtime acceleration through optimization
• Impact: First author on published research, demonstrating ability to lead complex AI/ML research projects

Peeker AI Analytics Platform

Customer Analytics Dashboard

• Type: Professional Internship Project
• Tech Stack: Python, ETL, Analytics, Dashboard Development
• Company: Peeker AI (Startup)
• Description: AI-powered customer analytics platform with intelligent ETL pipelines and personalization features
• Key Achievements:
  • Expanded paying customer base by 50%
  • Improved personalization accuracy from 80% to 93%
  • Built automated ETL pipeline for LinkedIn and email data processing
• Live Demo: peeker.ai

Self-Driving Cars Model

Computer Vision for Autonomous Vehicles

• Type: Academic Project
• Tech Stack: Python, OpenCV, SVM, Computer Vision
• Description: Real-time lane detection and vehicle classification system for autonomous driving
• Key Achievements:
  • 98% precision in vehicle detection
  • 97% recall for accurate classification
  • Real-time processing of 720p video streams
  • Heat-map based metrics for pattern identification
• Features: Lane curvature detection, vehicle offset tracking, temporal smoothing

DermWise

AI-Powered Dermatology Diagnostic Assistant

• Type: Healthcare AI Project
• Tech Stack: Deep Learning, Computer Vision, Healthcare AI
• Description: AI diagnostic assistant leveraging deep learning for skin condition analysis and classification
• GitHub: github.com/vrushketmore/DermWise

ClimateWise

Climate Analytics Platform

• Type: Data Science Project
• Tech Stack: Python, Data Analysis, Visualization
• Description: Data-driven climate analytics platform with predictive modeling for environmental pattern analysis
• GitHub: github.com/vrushketmore/ClimateWise

Clash of Trails

Trail Recommendation System

• Type: Data Science/Web App
• Tech Stack: Recommendation Systems, Data Science, Analytics
• Description: Interactive trail recommendation system using data science to match hikers with their perfect outdoor adventures
• GitHub: github.com/vrushketmore/Clash-of-Trails

English to French Translation Model

Neural Machine Translation

• Type: NLP/HuggingFace Model
• Tech Stack: Transformers, NLP, MarianMT, Fine-tuning
• Description: Fine-tuned MarianMT model for English to French translation, trained on KDE4 dataset
• HuggingFace: huggingface.co/vrushketmore/marian-fine-tuned-kde4-en-to-fr

Cross-lingual Summarizer

Multilingual Text Summarization

• Type: NLP/HuggingFace Model
• Tech Stack: mT5, Summarization, Multilingual NLP
• Description: MT5-small model fine-tuned for English to Spanish summarization on Amazon reviews dataset
• HuggingFace: huggingface.co/vrushketmore/mt5-small-finetuned-amazon-en-es

Power BI Dashboards

Data Visualization Projects

• Type: Business Intelligence
• Tech Stack: Power BI, Data Visualization, Analytics
• Description: Interactive business intelligence dashboards including Data Professional Survey analysis
• Features: Salary insights, job satisfaction metrics, programming language preferences
• GitHub: github.com/vmore2/Power-bi