I build machine-learning models, and I ship AI products people use.I build machine-learning models,and I ship AI productspeople use.An AI app with 500+ downloads, an extension on the Chrome store, and the ML models behind my demos.An AI app with 500+ downloads,an extension on the Chrome store,and the ML models behind my demos.I train and evaluate models, serve them with FastAPI, and ship AI products people use.I train and evaluate models,serve them with FastAPI,and ship AI products people use.

I'm Sangam, an AI/ML engineer from Mumbai. I graduated in computer engineering from CSMIT, Mumbai University in 2026, and completed a professional certification in data science and AI at IT Vedant.

My own hands-on work is data science and classic machine learning in Python: I clean and explore data with pandas, train and evaluate models with scikit-learn, and serve them with FastAPI and Streamlit, as in Customer Intelligence (on AWS), Credit Risk and NewsIntel's classifier.

I also ship AI products using AI coding assistants. For ProfilePilot (500+ downloads on Google Play), DealShield AI (Chrome Web Store), Quanta and this site, the idea and the launch are mine and the assistant wrote the code. My part is the product: I write what to build, test every feature, feed errors back until they are fixed, steer the assistant when it goes the wrong way, and handle keys, deployment and the store listings. I'm now learning prompt engineering, RAG, LLM APIs and deep learning so I can build that layer myself.

Outside product work I study markets. Quantitative finance and algorithmic trading are where my ML and my curiosity meet.