knowledge of operations, automation, strategy, and systems design in challenging business environments. More than a decade of experience organizing workflows, integrating data, simplifying decision-making, and turning concepts into workable plans for startups and established businesses. Business analysis, financial systems, compliance-conscious process design, and technology-enabled execution in automation, artificial intelligence, and emerging technologies are among the backgrounds.