Teaching machines to see,
so humans don't have to look twice.

I build systems that let cameras replace slow, subjective quality checks on factory floors — detection, segmentation, tracking, and the glue code to push decisions into production pipelines in real time.

I'm currently a Graduate Apprentice Trainee at Tata Motors Digital.AI Labs, working on computer vision for quality inspection. The job is straightforward to describe and hard to do well: teach a model to spot defects faster and more consistently than a trained human eye, then earn engineers' trust enough to act on it.

Before this, I worked full-time as an Analyst Trainee at Deloitte USI (Node.js, microservices, REST APIs) — which turns out to be an underrated advantage: real ML systems are 10% model and 90% plumbing.

// Recently completed M.Tech in Software Engineering from NIT Rourkela (CGPA 8.17), with a thesis in deep learning for biometric identification.