Tanveer has hands-on experience in building production grade solution using Generative AI using Large Language Models (LLM). He has worked on Fine Tuning Language Models, PEFT (Parameter Efficient Fine Tuning), Reinforcement Learning with Human Feedback (RLHF), Evaluations, Async Processing and Scalable Retrieval Augmented Generation (RAG) as well. Tanveer has a strong hands-on experience in building & researching Scalable Artificial Intelligence Based Solutions including Deep Learning, Machine Learning, Edge computing, Conversational Recommendation System, Customer, Content and Product Personalization. Thing that sets apart Tanveer is his knowledge on Artificial Intelligence Intelligence/Data Science (theory and applied) and his ability to engineer these models into a production system that works on scale with reliability. He has solved many complex problems in the area Computer Vision and NLP in an innovative way. Most of the solution He built have been deployed in Production and are being used by Clients. Tanveer’s area of interest is AI on Edge be in NLP, Gen-AI or Vision. One of the AI solution built by Tanveer had a won Best Customer Experience initiative award in World Retail Congress At Madrid (2018 – Sponsored by google). For this solution Tanveer has received Major Outstanding Technical Achievement Award from IBM CEO Mrs. Ginny Rometty. This is the highest technical recognition in IBM globally. Mentored multiple Data Scientists and had been involved in building AI practice in IBM by taking interviews of Potential hires. Tanveer has Two granted Patent, 4 filed patents and 3 defensive publications. He is also a part of Robotics and AI Invention Disclosure committee that is responsible for evaluating potential patents. Tanveer believes in sharing knowledge and learning from others experience. He rans medium publications to share experiences while dealing with Real World AI Systems. Tanveer is serving on board of studies at NMU - A Public University, Took multiple sessions for various universities and co-taught a course at IIMU. https://medium.com/@khantanveerak