Data engineer with 3+ years at Microsoft on petabyte-scale ETL and financial reporting infrastructure. Two production apps and a published research project shipped in 2026.
Experience
Data Analyst
University of Virginia
May 2025 – March 2026
Charlottesville, VA
Reduced Tableau load times 20% via telemetry-driven performance monitoring — faster dashboard access for non-technical staff across all university departments.
Delivered analytics projects end-to-end across multiple departments: requirements through pipeline construction, dashboard delivery, and handoff.
Software Engineer — Data & Analytics
Microsoft
July 2021 – July 2024
Redmond, WA
Designed ETL pipelines in SQL and MDAX processing hundreds of petabytes of telemetry into structured datasets for financial reporting and operational decisions.
Built production dashboards for accounting staff and finance leadership driving financial operations decisions at Microsoft scale.
Python → Snowflake ingest pipeline with a dbt transformation layer producing player career stats, archetype win rates, and head-to-head records.
Seasonal ranking system on an ATP-style points formula — more accurate than the official CP system, which ignores field size entirely.
Social Vulnerability & Health Outcomes in America
Independent Research — Phase 1 of 4 published
May 2026 — ongoing
Joined CDC SVI and PLACES datasets across 73,000+ census tracts covering 313M people; ran correlation analysis between socioeconomic vulnerability and six chronic health outcomes.
Surfaced a 1.64x diabetes prevalence gap between high- and low-vulnerability tracts (15.6% vs 9.5%); documented methodology and a phased research agenda for reproducibility.
Built and shipped a production card scanner: photograph a Pokémon card on mobile, get the market price back instantly via computer vision. Live and actively used.
User correction loop turns every scan error into a labeled training signal — a data flywheel built into the product.
Education
B.S. Statistics and Data Science
Virginia Tech
2015 – 2021
Blacksburg, VA
Technical Skills
Languages
Python, SQL, R, Java, C, HTML, CSS
Data Engineering
ETL pipeline design, dbt Core, Snowflake, Azure Data Factory, Azure Data Lake, Azure Kusto, Apache Spark, Azure Databricks, SSAS Tabular