About
I build data-driven products that scale.
I speak fluent data and fluent product— comfortable debugging SQL queries and designing experiences users love.
Currently: Building GenAI products at Amazon
Previously: ML products at startups, data science at scale
Featured Projects
ChatOPS: Natural Language Data Access
Amazon | 87% query accuracy
Built text-to-SQL GenAI platform using Claude 3.7, enabling operations leaders to query data via natural language. Achieved 87% query success rate through custom prompt engineering and metadata-aware context retrieval.
Technologies: GenAI, LLM, Product Strategy
Workstation Throughput Optimization
Amazon | 23% efficiency gain across 169 facilities
Shipped analytics feature surfacing workstation optimization insights, improving workstation throughput (packages-per-hour) by 23% through data-driven recommendations.
Technologies: ML, Operations, Data Science
Demand Forecasting Platform
AB InBev (via MathCo) | $25M projected annual savings
Built hybrid forecasting system integrating time-series and causal models across 40+ brands in US, Brazil, and China. Reduced forecasting error by 18%.
Technologies: ML, Supply Chain, B2B SaaS
Keenminder: Simple, Beautiful Notetaking
Personal Project | AI-powered knowledge management
Built an intelligent notes app leveraging GenAI for knowledge management and productivity. Features AI-powered organization, search, and insights to help users capture and retrieve information efficiently.
Technologies: GenAI, Note-taking, Productivity
View Project →
Experience
Product Manager, Gen AI and Technical Products
Amazon | Sep 2020 - Present
Learned to scale GenAI products while building cross-functional alignment across engineering, operations, and data science teams. Mastered balancing technical complexity with user experience in enterprise products.
Product Manager, ML Products
MathCo | Feb 2017 - Jun 2019
Developed expertise in translating ML models into production-ready B2B SaaS products that deliver quantifiable ROI. Learned to communicate complex technical capabilities to C-suite stakeholders.
Data Scientist → Associate Manager
Mu Sigma | Jul 2012 - Dec 2016
Built foundation in data science working with Fortune 500 retail clients. Discovered my passion for making complex data accessible to business users, leading me to transition from data science to product management.