About / Profile

Building the system around the model

I am a computer science and data science student focused on building dependable ML systems—from model development and evaluation to the data and application layers around them. I am especially interested in image restoration, reliable AI, structured data extraction, and sensor-driven systems.

Based in Hyderabad, India

How I work

Evidence over theater.

Start with the failure mode. Define what can go wrong before choosing the model or architecture.

Make uncertainty visible. Diagnostics, provenance, and explicit limits make technical work more trustworthy.

Build reproducible paths. Experiments become useful when another person can run, inspect, and challenge them.

Education

Mahatma Gandhi Institute of Technology

B.Tech, Computer Science and Engineering

Undergraduate study in computer science with project work spanning machine learning, backend systems, and applied engineering.

IIT Madras

B.Sc., Data Science

Parallel study in data science, statistics, programming, and computational problem solving.

Open to ML internships, research collaborations, and technically ambitious project work.

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