Lakeflow Connect

Lakeflow Pipelines

Created Waypost, an open-source, self-hosted A/B testing and feature flagging platform (with React, Node, PostgreSQL)

Wrote 2 data pipelines that aggregate and analyze experiment data, run statistical tests, and save results in database

Built JavaScript SDKs (React and Node) that receive data via SSE and determine feature version and experiment status

Developed API endpoints and built React/Redux app to enable management of feature flags, A/B tests, and metrics

Wrote unit tests and integration tests using Jest and Mock Service Workers for the React app and Redux reducers

Load tested varying number of connections to the feature flag provider service to understand load it could handle

Managed the design and CSS, creating user-friendly interfaces and visualizations of experiments’ statistical data

Designed ERDs to handle storage of data for feature flags, metrics, experiments, and statistical results

Made architectural decisions, authored documentation, and co-wrote technical case study

Managed 20+ complex experiments for critical features on Marketplace that increased transaction volume, collaborating with software engineers to diagnose ambiguous experiment results

Analyzed abusive buyer behavior, influencing the team to develop a returns feature that saved millions in costs

Sized user issues and impact of new features by classifying seller support tickets into topics

Optimized dashboard performance by building reverse ETL data pipelines with Python that cleaned and aggregated large datasets

Analyzed A/B tests and provided recommendations for feature roll-out strategy

Built linear regression models to predict number of website-driven calls not being tracked

Created 15+ Tableau dashboards to inform executives and PM’s of trends and impact of new features