Projects

Boilerplate copy: a sampling of work across energy, ML, and systems.

Coordinating behind-the-meter flexibility

An experimentation sandbox for aggregating distributed energy resources and exploring demand response strategies across simulated fleets.

Procedural reasoning for civic process

A prototype language model agent that helps navigate procedural rules, motions, and amendments with transparent chain-of-thought style summaries.

Operational data extraction

A resilient scraping pipeline to capture parcel status changes and infer delivery performance across routes and regions.

Applied research in energy systems

Notes from projects at Lawrence Berkeley National Laboratory, focusing on grid-aware optimization and building analytics.

Notes and prototypes

A collection of small investigations across VPPs, optimization, and ML systems that inform my project choices.

Community and tinkering

Projects outside of work—hardware tinkering, open-source contributions, and occasional writing sprints.