Curriculum Vitae
Last updated: July 2026
Education
MS in Physics
Sept 2023 – July 2026Lahore University of Management Sciences (LUMS)
Thesis: DSpinGNN: A Physics-Informed Equivariant Graph Neural Network for Dynamic Magnetic Exchange Prediction in Strain-Deformed Monolayer $CrI_3$
BS in Computer Science
Sept 2013 – June 2017Lahore University of Management Sciences (LUMS)
Capstone: Visual Inertial Odometry via Multi-State Constraint Extended Kalman Filter (MSCKF)
Technical Expertise
AI for Science
PyTorch, e3nn, NequIP, Geometric Deep Learning, Equivariant Convolutions, Tensor Products
Computational Physics
DFT+U, Quantum ESPRESSO, Wannier90, TB2J, SLURM HPC, ASE, OVITO, FIRE Relaxation
Software Engineering
Python, C/C++, Linux Systems, Pipeline Architecture, Compute Optimization, Git
Professional Experience
Senior Software Engineer
Feb 2021 – Feb 2025Roll Camera Inc (Remote)
- Overhauled deep learning inference engine, optimizing compute runtime by 60x.
- Designed and deployed an end-to-end AI-driven 3D visual effects pipeline.
Software Engineer
Aug 2017 – Dec 2018Hazen.ai (Pakistan)
- Implemented non-linear Kalman filters for high-precision object kinematics modeling.
- Led development of a 3D vehicle detection framework designed for heavily occluded environments.
Honors & Awards
- Dean's Honour Roll (LUMS MS Physics)2026
- Departmental Merit Scholarship (LUMS MS Physics)2024 – 2025