Srija Kethireddy https://srijakethireddy.com AI engineer. MSAI at Northwestern. I build LLMs, agents, and multimodal systems that ship. Why my first RAG system failed (and how I fixed it) https://srijakethireddy.com/blog/first-rag-system Chunking, retrieval, and prompt design mistakes I made building my first document Q&A pipeline — and the fixes that actually worked. Sun, 15 Jun 2025 00:00:00 GMT From notebook to API: deploying ML models with FastAPI https://srijakethireddy.com/blog/notebook-to-api A practical walkthrough of turning a Jupyter notebook model into a production-ready FastAPI service with Docker. Tue, 20 May 2025 00:00:00 GMT