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.
Projects
Things I've built & researched
A selection spanning machine learning, full-stack systems, reinforcement learning, algorithms and engineering simulation — with links to code and live demos where available.
Back to homeResponsible AI · C2PA · Adversarial ML
Full-stack crypto trading platform with real-time charts, order books and a market simulation engine.
React · Node.js · WebSockets · TimescaleDB · Redis
Reinforcement learning agent using a Deep Q-Network with Dueling architecture and PPO.
PyTorch · Deep RL · DQN · PPO
Python toolkit for real-time visualization of maze-solving, convex hull and Sudoku backtracking.
Python · Matplotlib · Pygame
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.
Python · NumPy · CFD · Finite Difference
Links
- Email xanketrout@gmail.com
- Résumé / CV CV.pdf
- GitHub SanketRt
- LinkedIn rout-sanket
- ANCC, IIT Delhi Algorithms & Coding Club
- Research Sparse neural networks · Prof. Amber Srivastava