At Shalink & Reyx Infinity Research Hub Pvt. Ltd., I engineered a secure Agentic RAG platform for knowledge retrieval and semantic search. I designed a self-correcting multi-agent workflow with query rewriting and relevance grading, and added safeguards against prompt injection.
For my Autonomous Multi-Agent Research Platform project, I developed a four-node LangGraph pipeline with a FastAPI API and Redis Streams worker. I also routed writer and judge traffic through TensorZero and evaluated the system’s latency, cost, and response quality.
In my Clinical LLM Fine-Tuning & Evaluation project, I fine-tuned Qwen2.5-3B for clinical note-to-dialogue generation and evaluated it against larger models. My evaluation included a numeric-faithfulness metric that showed the fine-tuning lift in numeric grounding.
I also built a two-stage loan approval and amount prediction system using Random Forest models, then deployed it as a Streamlit app. At Genesys – Bioengineering Club, NIT Rourkela, I create promotional video content and design materials for technical events.
