I'm a lead data scientist and solutions architect at ICF. This is my consulting work, the applications I've built, and the research that came before.
Distributed-energy planning platform for electric utilities. It turned a spreadsheet process into one repeatable modeling workflow across eight modules, and was named Innovative Product of the Year for 2023 in ICF's Energy, Environment, and Infrastructure group.
ICF's decarbonization planning platform. I was the sole developer of its building-sector model: twelve scenario pathways used in climate action plans for Pennsylvania, Virginia, Hampton Roads and Knoxville.
In the new AI world, a small team can build what used to be bought. Three examples from ICF.
Reporting and insights on how AI tools are used across the firm and what they cost.
Platform that lets teams stand up AI proofs of concept on shared, governed infrastructure. Part of ICF Fathom, the firm's AI offering.
Conversational surveys with sliders and rankings inside the chat, and fixed branching rules. Measures AI coding adoption across ICF's developers.
Engineering done alongside clients and domain teams, and deployed into their environments. Three examples.
Fine-tuned the IBM–NASA Prithvi WxC foundation model and reproduced NREL's Sup3rCC downscaling pipeline in SageMaker.
Secure-by-default cloud templates with compliance tests, structured so a coding agent can scaffold governed environments from a skill file.
Four projects built with and for ICF teams: the needs-assessment assistant for HPHS, a policy simulation that replaced a paid subcontractor, sales forecasting and account-based marketing models for the Sightline platform.
A small AI-enablement practice that coaches people and small organizations to use AI themselves, through a three-level ladder from drafting to work product to building systems.
Talk with an AI tutor and work through PDF lessons page by page, with voice conversation over a realtime model.
Predicts household solar output from the weather forecast. The original beat analytical models by 40%.
Upload a photo of sheet music; get a playable, transposable score and a four-part reference harmonization to study.
A research library for planning high school and college: course maps, admissions rules, testing and aid, built from primary-source documents by parallel research agents.
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