James Mcneill
Grid AI ML Lead, Advanced Technology Organization
Seattle, Washington, United States
Summary
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SeniorJames McNeill is a Grid AI/ML Lead in GE Vernova’s Advanced Technology Organization with 11 years of experience applying machine learning to energy systems. He develops AI-driven models and orchestration tools to improve the reliability and resiliency of the electric grid, combining physical-system modeling with data-driven intelligence. Based in Seattle, he focuses on translating complex power-system dynamics into practical, deployable ML solutions that integrate modeling, data, and resource orchestration. His work emphasizes real-world impact—bridging research-grade algorithms and production workflows to solve high-stakes problems in energy. Colleagues describe him as equally comfortable with domain physics and production engineering, able to steer cross-disciplinary teams toward resilient grid operations.
11 years of coding experience
Github Skills (32)
modeling-tool10
energy10
water10
consumption10
radiance9
simulation9
power-systems9
renewable-energy9
modelica9
energyplus9
modeling8
jupyter7
javascript7
visualization7
climate-change7
Programming languages (6)
Github contributions (5)
mcneillj/sitka
Nov 2018 - Apr 2022
A built environment analysis and modeling library for Python.
Contributions:4 releases, 23 commits, 8 PRs in 3 years 6 months
pythonanalysis-environmentagent-based-modelingsimulationbuilt-environment
mcneillj/sitka-examples
Nov 2018 - Sep 2020
Example files for getting started using Sitka for modeling and analysis.
Contributions:4 PRs, 5 pushes, 5 branches in 1 year 10 months
modeling-toolmodelingsimulationbuilding-energy
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