Junior · IIT Delhi

Sanket Rout

Undergraduate at IIT Delhi with a deep interest in computer science and mathematics. Currently researching sparse neural networks; competitive programming, reinforcement learning and chess on the side.

About

Sanket Rout

I'm an undergraduate at IIT Delhi, deeply interested in computer science and mathematics. I'm currently researching sparse neural networks under Prof. Amber Srivastava, looking at how structured sparsity can make models smaller and more efficient without giving up performance.

I'm actively into competitive programming and a member of ANCC, the algorithms and coding club at IIT Delhi. I also enjoy tinkering with reinforcement learning. Outside of code, I play chess and like exploring new places.

Skills

Python C/C++ OpenMP CUDA MPI Java JavaScript SQL React Node.js PyTorch Redis Docker Git

Selected projects

Responsible AI · COL864, IIT Delhi

An open educational resource explaining AI scraping, C2PA provenance and adversarial defences (Glaze, Nightshade), paired with a technical handbook covering the underlying math.

Responsible AI · C2PA · Adversarial ML
Full-stack

Full-stack crypto trading platform with real-time charts, order books and a market simulation engine.

React · Node.js · WebSockets · TimescaleDB · Redis
Reinforcement learning

Reinforcement learning agent using a Deep Q-Network with Dueling architecture and PPO.

PyTorch · Deep RL · DQN · PPO
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Profiles