Energy Scout
Makes solar ROI, incentives, and installer options clear for homeowners.
View project ↗From unclear idea to working first version.
I scope the problem, build the first useful product, test it with real use, and improve what holds up.
Santa Cruz, CA · Remote preferred · SF Bay Area / California hybrid for the right team.Santa Cruz, CA · Remote
Work across energy decisions, property systems, market research, and agent tools.
Projects
projects
Selected work
Projects
Real Estate Leasing Engine
Public outreach → inquiry capture → CRM → manager alerts → tour/application follow-up → leasing decisions.
View case study ↗Bitcoin ML
Tests Bitcoin signals against forward returns with walk-forward and Monte Carlo validation.
View research ↗How I work
Diagnose → test → measure → keep.
- DiagnoseGet the real data and find the bottleneck.
- TestShip the smallest version someone can actually use.
- MeasureCompare what changed before calling it progress.
- KeepSave the code, tests, receipts, and reusable pieces that held up.
Multi-harness toolchain
Claude Code, Codex, Hermes, Python, SQL, APIs, and small integrations when they help the workflow. The method matters more than the tool.
More about me
Background
Engineering → solar → data → applied AI.
Focus
Energy, property, markets, and tools that make decisions clearer.
I'm strongest when an ambiguous workflow needs a first working system and a measurable outcome. I can own that loop end to end, and partner with platform or infra specialists when the system needs deeper hardening.