Data Strategist
CurrentData Architecture Research• Analyzed the Experimentation applications and the customer experiment data to create conceptual, logical, and physical data models• Documented the data flow between the Experimentation databases• Conducted data profiling on Experimentation transactional databases to document actively used tables/columns, valid values, and embedded JSON data structures• Analyzed application logs to identify data-related performance bottlenecksData Analysis• Conducted in-depth investigations into customer experiment data, results, and statistics questions using BigQuery• Coached customer support engineers on best practices for Snowflake SQL and provided model SQL queries for customer experiment data• Worked closely with the Principal Statistician to provide statistical guidance for customers• Created detailed documentation and explainers on the experiment results and statistics calculationsProject Leadership• Analyzed and documented architecture impact for Experimentation Analytics epics• Composed stories for the Experimentation and Analytics epics and led the grooming and refinement sessions