B.Tech CSE @ IIT Gandhinagar | Deep Learning • Computer Vision • Optimization Theory
I am a third-year B.Tech student in Computer Science at IIT Gandhinagar. My interests lie at the intersection of deep learning, optimization, and computer vision. I enjoy working on problems that combine strong mathematical foundations with practical applications, from optimization theory to vision transformers.
Found a new positional encoding which made vision transformers more robust against frequency based adversarial attacks.
Studied improvements in Hierarchical Navigable Small World graphs for efficient nearest neighbor search.
Implementing a drone detection system using computer vision techniques and estimating the distance of the drone from the camera using SFM (structure from motion)
Contributed to the PyMC library by fixing bugs and implementing new features.
Working with Prof. Anirban Dasgupta on using Hessian information to speed up deep neural network training.
Personal Email: wankar.aarsh@gmail.com
Academic Email: aarsh.wankar@iitgn.ac.in
GitHub: github.com/Aarsh-Wankar
LinkedIn: linkedin.com/in/aarsh-wankar