Product & Business Analytics · SQL · Python · Tableau
I'm Liz Li, a business analytics graduate student with experience in the automotive and mobility industries. I'm interested in product, market, and strategic analytics roles where I can combine business knowledge with SQL, Python, and data visualization.
I am seeking product, market, and business analytics opportunities where I can turn data into actionable business and product decisions.
My experience spans battery strategy, connected vehicle product analytics, international product operations, and mobility-related business analysis.
Built an analytical dashboard to monitor global battery capacity, regional expansion, technology trends, and market signals using Python, SQL, and Power BI.
Analyzed subscription penetration, activation, renewal, and ARPU metrics to support product and market decisions using SQL, Power BI, and Excel.
Designed relational schemas and ERDs and applied joins, subqueries, aggregation, and window functions to answer business questions in MySQL.