Python
About Python
Python is my primary language for data engineering. I use it for ingestion pipelines, ETL jobs, and the FastAPI services that serve the results, including the CS2 Analytics pipeline with its Typer-based CLI.
Projects Using Python
View all projects →CS2 Analytics Platform
Live, end-to-end CS2 analytics platform - Python ingestion pipeline into PostgreSQL, a public FastAPI on Render, and a React dashboard on GitHub Pages.
FreightFolio (Logistics SaaS)
Modular logistics SaaS backend for small carriers - AR/AP modules with per-service migrations, AWS Cognito authentication, and Dockerized PostgreSQL.
Movie Analytics ETL Pipeline
End-to-end data engineering project processing 176M+ IMDb records into a dimensional warehouse with dbt and PostgreSQL.
Site Sentry (QA Automation)
Automated QA suite for kyledarden.com - Playwright + Pytest browser tests running twice daily via GitHub Actions, with HTML reports and Docker support.