Headline

BSc CS & Data Analytics @ IIT Patna | ML Engineering — Systems + Models | Python • Scikit-learn • End-to-End Pipelines | Open to Internships

About

I'm a 2nd year CS & Data Analytics student at IIT Patna. Still early in the journey, but genuinely trying to figure out how machine learning actually works — not just how to run the code. I started like most people do. Notebooks, assignments, follow along tutorials. It felt fine until it didn't. I kept wondering — okay I trained a model, but how does any of this actually become something real? That question is what pushed me to start building properly. Andrew Ng gave me the foundations. Josh Starmer helped things actually click — the kind of clarity where you stop memorising and start understanding. Those two together changed how I approach everything. My first real project is an end-to-end churn prediction system. Modular structure, full pipeline, deployed app. Not a new problem at all — but building it myself taught me more than any tutorial did. The biggest unlock was threshold tuning. I didn't even know it existed before this. Turns out the model being trained is only half the story. ML Engineering is where I want to go. Systems thinking plus model building — that combination genuinely excites me. Looking for an internship where I can contribute whatever I can right now, learn from people who've been doing this longer, and keep building.

Location

Greater Delhi Area

AI stack

cursor

opencode

claudecode

Work experience

Customer Service Associate at Amazon, Jul 2023 - Feb 2024 · 8 mos, Moradabad, Uttar Pradesh, India

Education

Bachelor of Science - BS, Computer Science, Indian Institute of Technology, Patna