Will McGinnis
Software Engineer at Scale Venture Partners (prev: JPMC, Aumni, RTX, Predikto)
Atlanta, Georgia, United States
Summary
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RockstarWill Mcginnis is Chief Data Scientist at Scale Venture Partners in Atlanta, building explainable AI infrastructure that augments early-stage investment decision-making. He brings 12 years of experience across startups and enterprise, co-founding Predikto (creator of the MAX ML engine), leading teams of 60+ and driving successful exits to Fortune 50 acquirers. His work spans rare-class mining, model interpretability, distributed ML systems, large-scale document processing, and GenAI-powered semantic search for valuations and entity resolution. A former head of data science at J.P. Morgan/Aumni and Raytheon, he pairs enterprise BI and production deployment experience with research-grade methods. An engineer and tinkerer at heart, his mechanical-engineering roots—multi-body wear simulation and satellite-control optimization—inform a systems-first approach to scalable, interrogable ML.
12 years of coding experience
Github Skills (89)
lime10
classifier10
sklearn10
categorical10
geography10
h310
geodesy10
elasticsearch-gui10
geopandas10
elasticsearch-plugin10
rating10
coordinates10
elo10
python-module10
elasticsearch-client10
Programming languages (4)
Github contributions (5)
wdm0006/cookiecutter-pipproject
Feb 2016 - Dec 2019
A(nother) cookiecutter template for pip-installable python projects
Contributions:5 commits, 9 PRs, 16 pushes in 3 years 10 months
templatepythonpippython-projectscookiecutter-template
wdm0006/DummyRDD
Jun 2016 - Mar 2018
A pure python mock of pyspark's RDD
Contributions:18 commits, 19 PRs, 55 pushes in 1 year 9 months
pythonsparkpure-pythonmockrdd
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