Product and AI builder combining 11+ years of hands-on software/product engineering with 15+ years in finance, operations, business development, consulting and board-level transformation work. Works at the intersection of strategy, operations, product and technology: translates ambiguous business needs into technical requirements, product roadmaps, delivery plans and practical implementation steps.
Uses AI-assisted engineering across requirements clarification, solution architecture, implementation, testing, debugging, refactoring and documentation, while remaining responsible for acceptance criteria and final technical validation. Follows a specification-first, business-driven approach, producing structured documentation that connects business objectives with solution architecture, implementation blueprints and AI workflows before implementation.
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