Product analytics lead for Confluence user and revenue growth initiatives, with focus on onboarding, upsell, cross-sell, app integration, and developer experiences. Previously led analytics efforts supporting development and launch of enterprise products (Premium and Enterprise editions), with focus on platform functionalities, reliability & performance, and admin experiences.

Tour of duty across marketing analytics and product analytics, consumer products and enterprise products. Couple highlights:- Led end-to-end analytics for development and launch of LinkedIn Talent Insights (2017 - 2018)- Data science EMEA landing team, led regional consumer and brand marketing analytics on driving member acquisition and engagement in EMEA (2015 - 2017, London, UK)- Empowered our member-facing marketing campaigns' life-cycle from targeting, test design to marketing measurement and attribution (2014 - 2015)

Conviva provides online video optimization technologies and actively monitors and optimizes 5+ billion monthly online video streams for the biggest media publishers in the world. - Analyzed online video streaming data to determine viewer behavioral patterns, identify anomalies and trends; Designed and delivered client-facing data products.

A venture product focused on improving player experience and monetization for online games leveraging SAP's HANA platform and predictive analytics.- Developed and implemented machine learning models (logistic regression, random forests etc) to identify and/or predict player behavioral patterns, so as to solve business problems including but not limited to increasing conversion rate, increasing player life time value, reducing churn.