Energy Scout
Makes solar ROI, incentives, and installer options clear for homeowners.
View project ↗Fuzzy problem → useful system.
I build systems that increase human capability. The recurring pattern: find a real-world ambiguity, understand the people and incentives in it, build the first useful system, validate it with evidence, and carry the reusable pieces into the next problem.
Santa Cruz, CA · Remote preferred · SF Bay Area / California hybrid for the right team.Santa Cruz, CA · Remote
Projects
projects
Selected work
Projects
PropFi + Real Estate Ops
Connects property finance to a privacy-safe listing-to-leasing operating loop.
ABrain operating system
A private control plane connecting Claude Code, OpenAI Codex, Hermes Agent, and persistent specialist agents.
Bitcoin ML
Tests Bitcoin signals against forward returns with walk-forward and Monte Carlo validation.
View research ↗How I work
Frame → build → orchestrate.
- FrameFind the decision the product should improve.
- BuildShip the smallest version someone can actually use.
- OrchestrateUse Claude, Codex, Hermes, Python, SQL, and integrations where each helps.
- VerifyKeep tests, evidence, approvals, and readable receipts around the system.
Multi-harness toolchain
Claude Code, OpenAI Codex, and Hermes Agent each serve different roles alongside Python, SQL, APIs, and task-specific integrations.
More about me
Background
Engineering → solar → data → applied AI.
Focus
Energy, property, markets, and tools that make decisions clearer.
Best fit
agent workflowsLLM appsforward-deployed AIworkflow toolsearly 0→1 systems
Good fit
ambiguous product/workflow problemsdata/integration-heavy toolsAI prototypes with real usersbusiness ↔ technical translationmission-aware teams
I'm strongest at 0→1 product and applied-AI work: I own discovery and the first working version, then hand off deep platform/infra hardening to specialist engineers.