The common thread is not a single domain. It is building systems that make hard work explicit, testable, reviewable, and operable. Some projects are public, some expose a curated public slice, and some remain private because the implementation or design is product IP.
AI Engineering Systems
Ratchetloop
Auditable software delivery for AI coding agents: isolated worktrees, deterministic checks, scoped commits, independent model-family review, resumable runs, run records, and human merge control.
Asset Factory
Generative-AI production and publishing platform spanning persistent model serving, multimodal generation, quality scoring, evolutionary optimization, human review, packaging, metadata, and marketplace publishing. Assets Forge is one brand produced through the system.
langgraph-factory
Multi-agent code generation with local models, explicit planning, build-fix loops, bounded tools, and automated recovery. A sample run produced a 24-file blog platform in 266 seconds on local inference.
Python Algorithm Interview Work Sample
Ten representative algorithm patterns built through Ratchetloop and validated with focused unit tests, deterministic reference-oracle tests, cross-model review, and GitHub Actions.
Computational & Evaluation Systems
Strategy Assayer
A large-scale computational research and evaluation platform with parallel experiment execution, directed search, walk-forward testing, control arms, provenance, blocking promotion gates, and millions of evaluation runs. Systematic trading is the current workload; the underlying architecture is a general research and evaluation system.
Products & Applications
Meetup Finder
A deployed mobile web product and case study in architecture-first AI-assisted delivery: requirements and privacy boundaries, adversarial design review, implementation, automated tests, device validation, and deployment.
Route Forge
Multi-stop route-planning software delivered as a live web application.
Groundwork Sites
AI-assisted website delivery system and live service.
Production Engineering Track Record
Earlier production work includes enterprise and public-sector systems for Verizon, Kaiser Permanente, Walmart, state government, and other clients; speech-recognition systems; service architecture; and two applications recognized by Speech Technology Magazine as Most Innovative Solutions.
See Technical Credentials for publications, patents, certifications, and supporting references.
Generated output stats available on request.