Headline

Data Scientist | LLM & Agentic AI Systems | LangChain, LangGraph | ML Pipelines & MLOps

About

I’m a Data Scientist with a strong mathematical foundation and a deep interest in machine learning, generative AI, and scalable ML systems. I build end-to-end solutions — from exploratory analysis and feature engineering to deploying real-time APIs with Docker and FastAPI. My focus is not just model accuracy, but reliability, automation, and business impact. I’ve designed multi-agent LLM systems using LangGraph with reflection-based retry logic and structured output validation to improve reasoning reliability. I engineered real-time insurance scoring APIs that reduced latency by 35%, built ML pipelines that reduced manual approval effort by 60%, and implemented CI/CD workflows that cut deployment time by 40%. My projects span predictive modeling, recommender systems (improving precision by 35%), drift monitoring, and scalable cloud-based deployments using AWS, MongoDB Atlas, and GitHub Actions. Right now, I’m looking to contribute to teams building AI-driven products where machine learning meets production engineering. I’m especially interested in ML Engineering, Generative AI systems, and intelligent automation. Long term, I aim to build AI systems that are not just accurate — but robust, explainable, and truly scalable. If you're building something ambitious in AI, I’d love to connect.

Location

Karmala

Education

Master of Science, Mathematics, shivaji university, kolhapur

Bachelor of Science, Mathematics, shivaji university, kolhapur