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