Work Experience

Los Gatos, California / June 2024 – Present
• Led design of new Content Costs data product, tying production and deal expenses to titles, feeding company north star metrics.
• Redesigned and built title availability windows with event data over contract rights, creating real views into Content Performance.
• Took over key Content Performance pipelines, improving stability and reducing landing times by 50%.

South San Francisco, California / August 2022 – June 2024
• Created centralized growth accounting and product usage datasets to unify company targets across Growth, Connect, Finance & Sales.
• Led the redesign of our Merchants, Orgs, and Product Catalog dimension tables to support Finance, SOX compliance, and GTM/ Sales. This led to a 10 hr decrease in landing times and $200K saved yearly.
• Revamped our core company reporting metrics to support Board Deck presentations and monitor company performance in real time.
• Partnered with DS Partners to build out foundational Reoccurring But Not Billing dataset identifying 13.2x Payment volume opportunity for Stripe Subscription upsells.

San Francisco, California / May 2021 – August 2022
• Partnering with Marketing teams to improve our uLTV models and customer acquisition funnels managing $XX M quarterly ads spend.
• Leading efforts in increasing developer velocity by designing tools to simplify pipelining, testing, and data ingestion workflows.
• Conducted a redesign and migration of our financial data model, decreasing latency in reporting from over 24 hrs to 4 hrs.

San Francisco, California / Nov 2018 – May 2021
• Working with Growth teams to understand health of market and effect of bad user experience on lifetime value of riders and drivers.
• Responsible for offline competitive intelligence program to analyze impact of couponing strategies, industry spends, and market position.
• Created operators and internal tools to improve data infrastructure reliability and reduce time to SEV resolution.
• Developed key aspects of CCPA/GDPR compliance and created real-time data products on top of GraphQL.

Menlo Park, California / Sept 2017 – Nov 2018
• Created an analytics platform to understand and visualize the reliability of the client’s servers and other hardware.
• Built file ingestion process using AWS S3 to collect data, execute data quality checks, and move data into client’s databases securely.
• Developed 10+ data pipelines using Python, SQL, Presto, and Hive.
• Worked with TPMs to improve vendor data reporting, leading to the successful onboarding of 10 different data sources.

Projects

Airbnb New User Bookings Competition

Kaggle Challege to predict where a new user will make his or her first booking.

San Francisco Crime Classification

Another Kaggle Competition predicting crime classification based on the time and location of the occurance in San Francisco.

Reddit Bully Detection

A project created during HackDavis’ Social Good competition. Classifies and identifies keywords in comments that convey hateful language.