Aakash Kumar Singh
programmer, he/him, we are young and life is fun
I'm a B.Tech. student at IIT Roorkee studying Data Science and Artificial Intelligence, exploring the intersection of generative AI, diffusion models, and multimodal language models.
I also have a notable interest in robotics and reinforcement learning.
Research
- Detection Limits and Statistical Separability of Tree Ring Watermarks in Rectified Flow Models (ICLR Workshop, 2025)
Selected Projects
- Faulty Vibration Signal Data Multiplication using Diffusion (with Bosch).
- Centralized Dynamic Intelligence for Robot Swarm Using Multimodal RAG.
- AI Photo Editor using MobileSAM and LaMa Inpainting (Demo)
Achievements
- 4th position among 23 IITs in BharatForge's Problem Statement (InterIIT Tech Meet 2024)
- Ranked 16th out of 10k+ teams in Amazon ML Challenge 2024
- Silver medal in Kaggle AI Mathematics Olympiad 2024