All Projects
A collection of my work and side projects
AI-Powered Embryo Selection: Advancing IVF with Deep Learning
Developing advanced deep learning models for embryo viability prediction and genetic testing - Improving IVF success rates through state-of-the-art video transformers and multi-modal AI systems
AI-Driven Passport Photo Validation and Processing
Multi-model deep learning pipeline for automated passport photograph validation and processing - Implementing sophisticated computer vision algorithms to ensure strict compliance with international passport photo standards
AI-Powered CT Perfusion Analysis for Acute Stroke Assessment
Deep learning-enhanced pipeline for automated stroke analysis combining classical perfusion imaging with modern AI - Real-time tissue classification to guide life-saving treatment decisions
The Future of Custom Tailoring with AI
AI-driven customizable fashion algorithms for One-to-One Systems - Transform body measurements into perfectly fitted garments using 3D body estimation
Deep Learning MRI Image Restoration: Swin Transformer Architecture
Advanced image restoration framework for novel low-field MRI systems using Swin Transformers - Physics-based noise modeling, multi-slice processing, and joint denoising with 2× super-resolution
Uncovering Strong Lottery Tickets Using Continuously Relaxed Bernoulli Gates
Master's thesis research on discovering sparse subnetworks at initialization using differentiable gating mechanisms - Achieving high accuracy with extreme sparsity in CNNs, Transformers, and Vision Transformers
Real-Time Thermal Obstacle Detection: A Hybrid Computer Vision Approach
Sophisticated thermal obstacle detection system combining classical computer vision with deep learning for autonomous navigation - Detecting power lines, poles, and vertical structures using thermal infrared imagery