Darshan Ghodke

I build enterprise GenAI systems for Banking & Financial Services, from production-style RAG apps to ML models. At Clover Infotech, I designed and deployed a Banking Knowledge Copilot that answers from internal documentation using LangChain, LangGraph, and FastAPI.

I’ve also built the ingestion-to-retrieval pipeline—embedding and indexing 30,000+ chunks—and worked on semantic retrieval, prompt orchestration, metadata filtering, and response grounding to reduce hallucinations. I containerized the copilot with Docker and exposed secure REST APIs for enterprise integration, plus an evaluation framework for retrieval accuracy, latency, and groundedness.

Before that, at TCS, I developed churn prediction models with Logistic Regression, Random Forest, and XGBoost, and built SQL pipelines to reduce manual data preparation. I also delivered GenAI proof-of-concepts for conversational access to enterprise knowledge and created Power BI dashboards to support faster business decisions.