Seth Neel
Co-founder & Founding Researcher at Welligence Energy Analytics
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolSeth Neel is a machine learning researcher-entrepreneur who blends academic rigor with product-driven leadership, currently co-founding Elorian AI after serving as an assistant professor at Harvard and leading the SAFR AI Lab on data-centric AI topics like privacy, machine unlearning, and data attribution. He co-founded Welligence Energy Analytics, grew it into a 100+ person global firm and helped raise a $41M growth round, demonstrating an ability to scale technical teams and translate research into commercial analytics for energy and emissions markets. Seth also contributed to Google’s Gemini pretraining efforts during a research sabbatical, showing hands-on experience on frontier multimodal systems. Trained in mathematics and statistics (PhD from Penn), he moves fluidly between building core ML research, shipping production data systems, and explaining scientific value to stakeholders—a combination that often surfaces in his cross-cutting work at the intersection of privacy, bias, and real-world energy data.
9 years of coding experience
10 years of employment as a software developer
B.A., Mathematics, B.A., Mathematics at Harvard UniversityHigh School Diploma, General, High School Diploma, General at The Wheeler SchoolDoctor of Philosophy - PhD, Dept of Statistics and Data Science, Doctor of Philosophy - PhD, Dept of Statistics and Data Science at University of Pennsylvania
Chinese
Github Skills (20)
r10
bias-detection10
discrimination10
machine-learning-models9
artificial-intelligence9
python9
datasets9
machine-learning9
fairness-ml9
ai9
deep-learning9
classifiers9
auditing5
spatial5
leaflet4
Programming languages (5)
Github contributions (5)
sethneel/AIF360
Oct 2019 - Mar 2020
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models. This is the development fork for the code in aif360/gerryfair.
Contributions:22 commits, 12 PRs, 68 pushes in 4 months
fairness-mldata-scienceexplanationsmachine-learningbias
sethneel/GerryFair
Nov 2017 - Jan 2019
Contributions:6 PRs, 77 pushes, 9 branches in 1 year 1 month
machine-learningauditingclassifiers
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