Hire Soureesh D. - RAG Engineer

About soureesh

I’m Soureesh, an M.S. Computer Science student at UIC and 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 in Biomedical NLP, focusing on 𝐦𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐑𝐀𝐆 𝐟𝐨𝐫 𝐦𝐞𝐝𝐢𝐜𝐚𝐥 𝐕𝐋𝐌𝐬 and Visual Question Answering. My work centers on identifying failure modes in current RAG techniques and designing frameworks to improve reliability in high-stakes domains. I’ve built systems like an 𝐄𝐭𝐡𝐢𝐜𝐚𝐥 𝐑𝐀𝐆 pipeline for medical AI, a 𝐟𝐢𝐧𝐞-𝐭𝐮𝐧𝐞𝐝 𝐆𝐞𝐦𝐦𝐚-𝟐𝐁 𝐰𝐢𝐭𝐡 𝐇𝐲𝐛𝐫𝐢𝐝 𝐑𝐀𝐆, and an AI coding assistant that scaled to 300+ users, gaining hands-on experience in LLM fine-tuning, retrieval architectures, and deployment (PyTorch, Hugging Face, ChromaDB, CrewAI, LangGraph, AWS, Docker). Beyond my technical endeavors, I am an avid competitive FPS gamer and have represented India in multiple international tournaments, where I honed my strategic decision-making and collaboration skills, which I apply in my professional pursuits. Always open to collaborating on LLMs, RAG, and agentic AI. Feel free to connect!

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