HackTrack – AI-Powered Hackathon Platform
Built an AI system for hackathon discovery and team matching using embeddings; implemented semantic search with Sentence-BERT, a recommendation engine, a team formation algorithm, and multi-source data API integration. Tech stack: React, Node.js, Express, MongoDB, JWT, Hugging Face, Sentence-BERT, Vector Embeddings, Vercel, Render.
DocuQuery – AI-Powered Team Document Intelligence Platform
Built a multi-tenant RAG system with FastAPI, pgvector, and embeddings; implemented document parsing and semantic retrieval with sub-100ms search; designed secure architecture with JWT authentication and role-based access. Tech stack: Next.js 14, FastAPI, PostgreSQL (Supabase), Cohere AI, TypeScript, Python, pgvector, Vercel, Render.
KidneyScan AI – Medical Imaging Classification with MLOps
Developed a CNN-based model for CT scan classification; applied DVC and MLflow for tracking and reproducibility; deployed a Streamlit app with confidence-based predictions. Tech stack: Python, TensorFlow, CNNs, DVC, MLflow, Streamlit.
AI Resume Analyzer – NLP-Based Resume Intelligence Platform
Built semantic resume-to-job matching using transformer embeddings; implemented ATS scoring and NER-based parsing; designed a dashboard with insights and recommendations. Tech stack: Python, Streamlit, spaCy, NLTK, Sentence Transformers, NLP, Plotly.