Suraj Prasad
AI Researcher and Engineer focused on LLMs and computer vision
Mumbai, Maharashtra, India
Joined June 2025
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Summary
Suraj Prasad is a highly engaged student and researcher at IIT Bombay, specializing in Artificial Intelligence and Machine Learning. His academic pursuits involve foundational models, transformer architectures, and vision-language tasks, particularly within federated learning environments. github+1
He has a strong focus on practical applications of AI, demonstrated by his work on KuralGPT with BharatGen for Indic Languages and his contributions to the "MedPromptExtract" tool at Koita Centre for Digital Health, which addresses medical data extraction and anonymization. github+2
Suraj combines his technical skills with leadership and organizational roles, having served as a Manager and Computer Vision Engineer at Unmesh Mashruwala Innovation Cell and a Business Executive at the IITB Rocket Team (Aerove). His team achieved notable success in international competitions like Robodrive 2024 and Stranger Sections 2. github
His research contributions include co-authoring a paper on "Federated Cross-Modal Style-Aware Prompt Generation," which explores enhancing generalization in federated learning for vision-language models by integrating multi-scale visual features and style indicators. arxiv+2
Work
Education
Projects
Writing
Federated Cross-Modal Style-Aware Prompt Generation
August 1, 2025A research paper introducing FedCSAP, a framework that harnesses multi-scale visual cues and domain-specific style variations to produce robust, context-aware prompt tokens for vision-language models in federated learning settings.
MedPromptExtract (Medical Data Extraction Tool): Anonymization and High-Fidelity Automated Data Extraction Using Natural Language Processing and Prompt Engineering
July 1, 2025A publication presenting MedPromptExtract, an automated tool utilizing NLP and prompt engineering to extract data from medical records like discharge summaries, while ensuring data anonymization.
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