Sanket Rout
Junior at IIT Delhi · Mechanical Engineering
Passionate about technology, algorithms, and building innovative solutions.
About
I'm an undergraduate at IIT Delhi, interested in the intersection of optimization, learning, and systems. 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
Projects
Open Agency
An open educational resource explaining AI scraping, C2PA provenance, and adversarial defences (Glaze, Nightshade), paired with a technical handbook covering the underlying math. Course project for Responsible AI (COL864), IIT Delhi.
Cryptocurrency Exchange Platform
Full-stack crypto trading platform with real-time charts, order books, and a market simulation engine.
Dots & Boxes AI Agent
Reinforcement learning agent using Deep Q-Network with Dueling architecture and PPO.
Algorithm Visualization Toolkit
Python toolkit for real-time visualization of maze-solving, convex hull, and Sudoku backtracking.
Thermochemical CFD Modeling
CFD framework modeling coupled heat transfer, mass transfer, and reaction kinetics in thermochemical reaction cells — a predictive tool for reactor design and optimization, validated against published results. Research project under Prof. Anurag Goyal.
Contact
- Email — xanketrout@gmail.com
- GitHub — SanketRt
- LinkedIn — rout-sanket
- Codeforces — apollo07
- AtCoder — apollo07
- Chess.com — gmruez
- Lichess — ruez07