Oversee a global data organization for delivering the magical experience to students, such as:* AI-powered learning assistance, assessment, Q&A* Personalized content recommendation, search and discovery* Business growth engine to attract and engage with users at every stage of their learning cycle* In-depth analysis to drive product and business decisions

COVID Sabbatical -- road trips, hiking, rock climbing, swimming, and homeschooling my kids. Plenty of learning, plenty of sunshine, plenty of fun and empathy.Helped spring up a new analytics team at Roku.

Building data products, ML and Analytics Platform to make the web a better place.

Build and lead the 80-people Analytics organizationOwn the end-to-end data & analytics solution for the entire company, including:* Data Platform – tracking system, ETL framework, experimentation platform, data quality platform* Business Intelligence – data governance, data management, data consumption platform * Product Analytics – partner with CPO and vertical owners to drive product and business strategy* Marketing Analytics – partner with CMO and Marketing org to drive marketing and growth strategy* Recommendation Analytics – evaluate rec engine performance and drive execution excellence* Strategic Analytics – partner with the C-suite to inform strategic decisions

I lead an extremely talented team of Data Scientists, Software Engineers, Machine Learning & Data Visualization experts to provide end-to-end analytics solutions at Google for Social products: * Data Infrastructure -- log processing, data ETL, data integrity, building dashboards for daily operations* Statistical Modeling -- in-depth analyses to identify opportunities and inform strategic decisions* Experimentation -- experimentation and analysis framework to facilitate product iterations and optimizationStart an elite data scientist team to fuel the fast-growing Cloud business:* Achieve industry-leading Cloud efficiency via Analytics & Stochastic Optimization (TI Award)* Build the Cross-product Recommendation Engine, leading to significant bump in customer Life Time Value* Deliver Price Elasticity Analysis, to drive product and pricing strategy

Lead a team of talented analysts supporting Growth, Engagement and core Apps that define Facebook experience:* Hire great analysts and train them into domain experts for Growth, Photos, Groups, Messages and Search * Define metrics, build dashboards to support daily operations and own key metrics forecast for Quarterly Report* Identify key levers and provide business insights that drive product decisions* Involve in all phases of the product development cycle, from ideation to launch and iterate