Matthew Van Winkle · Software engineer
University of Colorado Boulder
October 2025 — September 2026
Built web and PDF extraction pipelines for research with Kai Larsen. Python, Playwright, and LLM-based extraction turned 10K+ documents into normalized JSON, with dashboards for pipeline health and coverage.
University of Colorado Boulder
January 2024 — May 2025
Supported Database Systems and Computer Systems across four semesters. Office hours meant translating SQL, relational modeling, and systems concepts into explanations that met people where they were.
Allen, Allen, Allen & Allen
May — August 2020
Supported a move from a legacy case management system to Litify, built on Salesforce. Assisted with data validation and workflow continuity through the transition.