Will McGinnis

Will McGinnis

Chief Data Scientist @ Scale VP · OSS (category_encoders, pygeohash, MCP) · Atlanta AI Dinner

Atlanta, Georgia, United States

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Will McGinnis is Chief Data Scientist at Scale Venture Partners, where he builds AI infrastructure for investment decision-making. He is the original author of category_encoders (scikit-learn-contrib) and maintains open-source Python libraries including pygeohash, plus several Model Context Protocol (MCP) servers. Based in Atlanta, he hosts the Atlanta AI Dinner, an invitation-only gathering for local AI builders. Previously he led data science at Aumni (acquired by JPMorgan Chase) and co-founded Predikto (acquired by United Technologies).

Area of Expertise

  • Business & Management
  • Finance & Banking
  • Information & Communications Technology
  • Law & Regulation

Topics

  • Categorical encoding
  • open source
  • Applied AI in Industry
  • Agentic AI
  • python

Will McGinnis

Chief Data Scientist @ Scale VP · OSS (category_encoders, pygeohash, MCP) · Atlanta AI Dinner

Atlanta, Georgia, United States

Actions

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