Sudip Saud

At I-STEM, Indian Institute of Science, I build automation pipelines and intelligent tools for a national-level research project. I automated 500+ certificate generations in under five minutes and built Cognis, a LangChain RAG and GPT-4 assistant with voice and vision modules that delivered 40% faster retrieval.

Previously at Areta360 Technologies, I fine-tuned Llama-2, Mistral, and Stable Diffusion models, processed 100K+ data points at a 98% quality score, and improved inference speed by 25%. I also built virtual try-on and RAG chatbot products using FastAPI and Node.js, improving resolution by 45% and reducing ticket time by 30%.

I enjoy taking AI systems from experimentation to deployment through MLflow, TensorRT, Docker, CI/CD, and model monitoring. My work spans generative AI, computer vision, NLP, quantum ML, and data engineering, including a multi-modal knowledge-graph RAG system that achieved 35% higher retrieval accuracy than vector-only RAG.