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Md. Mobaeid Mollah Abir (Abir Molla) is a results-driven AI Solutions Architect and Agri-Finance strategist based in Dhaka, Bangladesh. With 3+ years of applied AI research and a 30-year family legacy in agricultural supply chain management via M/s Abdus Samad Mollah (Est. 1995), he expertly bridges cutting-edge AI technology with real-world financial and operational challenges. As the founder of SMAN Global, he successfully architected the Insurance-Backed Zero NPL Agri-Finance Framework, focusing on data analytics, workflow automation, and scalable system designs.