Data scientist · ML engineer · Product-minded technical leader
I’m a hands-on technical leader with 10+ years across data science, machine learning, product measurement, experimentation, pricing, and applied AI—turning ambiguous problems into systems and evidence people can understand, trust, and use.
Flagship system · Dynamic Pricing Engine
Full case study ↗The system reconciles usable fleet capacity with demand response to recommend a market-clearing yield.
Aggregated, representative operational data from one fleet.
Selected work
Focused evidence, with the full technical stories reserved for deeper case studies.
Production LLM pipelines turning complex program documents into structured, usable product information.
1,100+ PDFs · 84.7% badge-readyView project →A deployed pricing model that reversed loss-making economics while improving the quality of instant-booking decisions.
−8% → +17% marginView project →Experimentation, causal inference, and self-serve analytics for customer journeys and merchandising decisions.
10% observed → 4% incrementalView project →Journey
Making data usable
Deepening foundations
Decision science at scale
Production pricing & ML
Reliable intelligent systems
Now & Lab
Exploring reliable Agentic AI systems, deep learning, evaluation, and the transition from promising experiments to dependable applications.
Technical multiplier
Remaining hands-on while helping other practitioners reason, review, and grow.
Mentored junior data-science talent for 2+ years and founded Knowledge Café—eight learning sessions reaching 60+ colleagues across product, engineering, and operations.