Hello Everyone! I’m Talha 👋

I’m a recent graduate from the Lahore University of Management Sciences (LUMS), where I completed a joint major in BS Economics and Mathematics, with a minor in Computer Science. 🎓

Currently, I am working as a Research Assistant in the Algorithms in Theory and Practice - ATP lab led by Dr. Hassan Mohy-Ud-Din and informally collaborating with Dr. Muhammad Tahir. My current research focuses on the theory and practice of diffusion models, particularly in medical imaging and inverse problems, as well as interpretable and controllable diffusion models with applications in signal processing and semantic correspondence.

In addition to this, I have a keen interest and experience in interpretable deep learning, specifically unrolled optimization frameworks within the realm of compressed sensing. Although my experience is limited, I am also open to exploring (Multi-Agent) Reinforcement Learning 🕹️.

Feel free to explore my academic journey and projects on this website. Thanks for visiting! 😊