With over seven years of experience in AI engineering, Usman designs and delivers intelligent systems that scale. His expertise spans NLP, generative AI, and model optimization, with a portfolio that includes chatbots, predictive analytics platforms, and enterprise-grade automation. At Civic Marketplace, he drives the development of AI-powered tools that simplify procurement and elevate decision-making—turning complex technology into meaningful, accessible solutions for agencies and suppliers.