Shubham Sahoo
Dual Degree in Electronics and Electrical Communication Engineering, IIT Kharagpur
I specialize in Computer Vision, Generative AI and Embedded Systems. Explore my work in research, publications, and projects.
About Me
I am a dedicated researcher with a passion for developing intelligent systems that bridge the gap between theoretical innovation and real-world application. My work focuses on deep learning, computer vision, and efficient neural network deployment, particularly for edge devices and production-scale AI systems. Learn more about my journey and contributions as I continue to explore ways to make AI more accessible, impactful, and responsible.
Research Highlights
FitDit Vision Transformer Implementation
Novel approach to convert flat-lay to model images with FitDiT architecture, refined apparel masks to improve garment alignment and realism, attention mechanism improvements, and training strategies.
Active Perception using Light Curtains
Collaborative research with CMU RPAD Labs on developing novel perception systems for autonomous vehicles using light curtain sensors for efficient obstacle detection and navigation.