I’m an AI Product Manager with 10+ years of experience shaping enterprise AI systems at the intersection of user needs, data, and responsible deployment. I specialize in translating complex AI capabilities into clear product direction, requirements, and measurable outcomes balancing innovation with trust, usability, and accountability.

What I Bring to the Table

• Human-Centered Strategy: Expertise in qualitative + quantitative research that uncovers real user needs within complex, regulated environments.

• AI-Product Synergy: Skilled at integrating AI capabilities (predictive modeling, real-time insights) into design while ensuring transparency, fairness, and auditability.

• Operational Impact: Proven track record in logistics, finance, and tech—where UX-led AI systems drove measurable metrics: productivity, efficiency, or trust.

• Mentorship & Enablement: I empower teams to adopt evidence-led, compliance-ready workflows, and foster human-in-the-loop thinking across disciplines.