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