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 — from designing agentic pipelines with LangChain and CrewAI to deploying production-ready FastAPI + React apps.
- 🌱 Currently building Agentic RAG-based Applications
- 💬 Ask me about Generative AI, LLMs, RAG & ML
- 🚀 Projects span: GenAI · AI/ML · Full-Stack · Blockchain
| Project | Description | Stack |
|---|---|---|
| 🔍 Document Retrieval System | Hybrid RAG with Pinecone + BM25, Docling extraction, cross-encoder reranking & Modal cloud | Python · FastAPI · React · Pinecone · RAG |
| 🧠 Log Classification System | Hybrid classifier using Regex, Gemini Embeddings + LR, and LLM fallback for log labeling | Python · FastAPI · Streamlit · Gemini · Scikit-learn |
| 🤖 Startup Idea Validator | 5-agent CrewAI pipeline for TAM/SAM/SOM sizing, competitor mapping & MVP strategy | Python · CrewAI · Streamlit · Gemini |
| 💊 Curalink Medical Assistant | MERN + FastAPI app retrieving research from PubMed, OpenAlex & ClinicalTrials via Llama 3.3 | React · Express · FastAPI · MongoDB · RAG |
| 📊 Credit Risk Modeling | Predicts Probability of Default & Credit Score (300–900) with 96% recall on defaults | Python · Scikit-learn · FastAPI · Streamlit |
💻 Programming Languages & Frontend
🤖 AI / ML
🔙 Backend & Databases
⚙️ DevOps & Tools
💡 "Build things that matter. Ship fast, iterate faster."
Thanks for visiting! Feel free to explore my repos and reach out 🙌
Thanks for visiting! Feel free to explore my repos and reach out 🙌