For Win Daily Sports, I engineered sports projection models and automated data pipelines that extract, process, and analyze high-volume sports statistics across leagues.
What I built
- Automated ETL pipelines: Built extraction and transformation scripts to ingest live and historical sports data from external feeds and statistical APIs.
- Projection models: Developed calculation models analyzing player performance metrics and team trends to identify statistical advantages.
- Automation workflows: Automated the end-to-end data pipeline from raw ingestion to model execution, keeping datasets updated with minimal manual intervention.
- Google Sheets integration: Connected model outputs directly to Google Sheets via the Google Sheets API and Apps Script, delivering live analysis directly into the tools the analyst team used daily.
Why it mattered
Automating data collection and model execution eliminated manual data entry for analysts and provided a consistent, data-backed foundation for daily sports analysis.