About
Applied AI Architect & Engineer — business owner
Focused on multi-model LLM orchestration, agentic systems, and practical business automation — one year of hands-on AI workflow experience, alongside ownership of businesses in e-commerce, restaurants, and the Digital Sign portfolio.
Across these projects I connect model APIs and backend services, translate business requirements into workflows, direct AI-assisted implementation, iterate prompts, and review results against acceptance criteria. Business ownership gives a practical perspective on the problems these systems need to solve and the responsibility involved in operating them. ORBIT explores a six-agent business workflow for customer conversations, structured orders, deterministic validation, and owner approvals; the Digital Sign projects run connected creative pipelines for video, image, and voice generation. I distinguish working foundations from integrations and outcomes still awaiting live verification.
BSc in Maritime Science and Shipping, Canadian University of Bangladesh, plus a Bangladesh Class 3 Certificate of Competency — a maritime background that informs an emphasis on clear responsibilities, controlled execution, and reliable handoffs.