AI Engineer with hands-on experience building and deploying machine learning systems, deep learning models, and Generative AI solutions. Passionate about LLMs, RAG pipelines, and intelligent automation that drives real operational impact.
Multi-tool AI agent using LangGraph with dynamic tool routing, decision logic, and RAG-powered semantic search over research papers. Features document ingestion, chunking, and embedding-based retrieval.
Retrieval-Augmented Generation query engine built with LangChain. Enables semantic document retrieval with LLM-based reasoning for accurate, context-aware responses.
Multi-layer perceptron classifier for handwritten digit recognition built from scratch in PyTorch, demonstrating deep learning fundamentals and training best practices.
Production ML system for Turnaround Management — XGBoost time-series models trained on 6M+ data points achieving RMSE of 4 minutes. Integrated into real-time streaming pipeline via Kafka and ONNX Runtime.