I'm an AI Engineer with a strong focus on Generative AI, RAG systems, and full-stack development. I enjoy building end-to-end AI-powered applications β from designing agentic pipelines with LangChain and CrewAI to deploying production-ready FastAPI + React apps.
- π± Currently building Agentic RAG-based Applications
- π¬ Ask me about Generative AI, LLMs, RAG & ML
- π Projects span: GenAI Β· AI/ML Β· Full-Stack Β· Blockchain
| Project | Description | Stack |
|---|---|---|
| π Document Retrieval System | Hybrid RAG with Pinecone + BM25, Docling extraction, cross-encoder reranking & Modal cloud | Python Β· FastAPI Β· React Β· Pinecone Β· RAG |
| π§ Log Classification System | Hybrid classifier using Regex, Gemini Embeddings + LR, and LLM fallback for log labeling | Python Β· FastAPI Β· Streamlit Β· Gemini Β· Scikit-learn |
| π€ Startup Idea Validator | 5-agent CrewAI pipeline for TAM/SAM/SOM sizing, competitor mapping & MVP strategy | Python Β· CrewAI Β· Streamlit Β· Gemini |
| π Curalink Medical Assistant | MERN + FastAPI app retrieving research from PubMed, OpenAlex & ClinicalTrials via Llama 3.3 | React Β· Express Β· FastAPI Β· MongoDB Β· RAG |
| π Credit Risk Modeling | Predicts Probability of Default & Credit Score (300β900) with 96% recall on defaults | Python Β· Scikit-learn Β· FastAPI Β· Streamlit |
π» Programming Languages & Frontend
π€ AI / ML
π Backend & Databases
βοΈ DevOps & Tools
π‘ "Build things that matter. Ship fast, iterate faster."
Thanks for visiting! Feel free to explore my repos and reach out π
Thanks for visiting! Feel free to explore my repos and reach out π