Soumyaratna is a final year Master's student in Computer Science at the Indian Institute of Technology Gandhinagar, India, under the supervision of Dr. Shanmuganathan Raman. His research is focused on differentiable rendering, 3D shape analysis, and 3D pose estimation. His research proposal on shadow-guided 3D parts assembly was among the 30 finalists in the Qualcomm Innovation Fellowship India 2024. Alongside his academic pursuits, He has been actively collaborating with L&T Technological Services and the AICoE Ministry of Education in developing AI-based solutions for smart farming and smart cities.