System Ownership
I take AI initiatives from problem framing to production rollout, including architecture, stakeholder alignment, and delivery management.
About
I build and lead AI systems that solve business-critical problems. My work is centered on ownership, execution quality, and measurable impact in production environments.
I take AI initiatives from problem framing to production rollout, including architecture, stakeholder alignment, and delivery management.
I turn unclear business asks into scoped technical plans, delivery milestones, and measurable outcomes.
I focus on systems that stay useful in real-world usage with practical tradeoffs across cost, latency, and quality.
I prioritize work that impacts product performance, customer value, and operating leverage, not just technical novelty.
Current Role
Senior Research Scientist at HexoAI