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Usman Irshad is an Associate AI Engineer at CureMD, focusing on developing an LLM based Chatbot with medical domain expertise. Previously, as a Software Trainee Engineer - Artificial Intelligence, Usman worked on LLM for Cancer and Early prediction of Chronic Diseases. With a background in Mechatronics, Robotics, and Automation Engineering from the University of Engineering and Technology, Lahore, Usman also served as the Chief Technology Officer at IET On Campus UET Lahore and gained experience as a Project Intern at Pak Elektron Limited, working on Assembly Line Automation and conveyor design.