Ritabrata Roy Choudhury is currently completing his Bachelor’s degree in Computer Science and Engineering at Kalinga Institute of Industrial Technology. His research interests lie at the intersection of artificial intelligence, computer vision, and natural language processing, with a focus on developing intelligent systems that address real-world challenges. He has contributed to research at Samsung R&D India, where he worked on transformer-based segmentation pipelines, and has authored publications in IEEE Access and arXiv on topics ranging from violence recognition to sentiment analysis and knowledge extraction with large language models. Ritabrata has also been recognized as the Second Runner-up at the Google Agentic AI Day Hackathon and holds patents for assistive technologies. His portfolio includes diverse projects spanning time-series forecasting, real-time video dubbing, and crime data visualization. He is now seeking Master’s opportunities to specialize further in AI-driven visual perception, multimodal learning, and decision-making systems.