WORK / SELECTED SYSTEMS
Software systems built around real business problems.
Full-stack applications, AI systems, geospatial platforms, and business automation — each one explorable below, from problem to architecture to outcome.
10+ SYSTEMS · 4 FEATURED
01 / AI PLATFORM
READMINDME
Knowledge-grounded AI platform.
Generic AI assistants hallucinate because they don't know the application's knowledge base. For a Bible-study tool, a made-up verse or misattributed reference breaks the product's entire promise.
FASTAPI · POSTGRESQL · PGVECTOR · OPENAI
A production-shaped RAG platform — retrieval, personalization, moderation, and operations — built solo, end to end.
Explore case study →02 / GEOSPATIAL PLATFORM
PRODUCTIONATLAS NHD
Statutory hazard disclosure, automated end to end.
Every residential sale in California legally requires a hazard disclosure checked against dozens of state and federal datasets. A slow report is an inconvenience; a wrong one is legal liability.
FASTAPI · POSTGIS · GEOSERVER · NEXT.JS
The full range of statutory disclosure products in production — residential, commercial, tax, tenancy, fire severity, and more.
Explore case study →03 / REPORT ENGINE
PRODUCTIONATLAS SDI REPORT ENGINE
Complex spatial data in. Structured legal reports out.
Producing a disclosure means resolving an address to a parcel, querying every hazard layer, and rendering a statutorily formatted PDF — without a single wrong determination along the way.
PYTHON · FASTAPI · POSTGIS · GEOSERVER · CELERY · WEASYPRINT
Report generation moved from synchronous request-time rendering to a queued pipeline with warmup caching.
Explore case study →04 / AUTOMATION PLATFORM
PRIVATE / NDAAUTOMATION / LEGALTECH
42 production workflows on one n8n backbone.
A legal-document business runs on court data, client intake, documents, e-signatures, and scheduling — each in a different tool. Every manual handoff between them was a delay or an error.
N8N · SUPABASE · GEMINI · DOCKER
Six internal systems and the automation layer connecting them — architecture shown with sensitive details removed. Hover the subsystems, then open the Document Factory.
Explore the automation platform →42 PRODUCTION WORKFLOWS · ONE BACKBONE
PROJECT ARCHIVE
Every project, inspectable.
The full engineering archive — pick any system and inspect its problem, architecture, and stack in the interactive explorer.
CASE STUDY BREAKDOWNS
Context, decisions, and outcomes.
Three builds in full. Pick one, then walk its story stage by stage.
WHAT WAS HAPPENING
Every residential property sale in California legally requires a Natural Hazard Disclosure. Producing one means checking a parcel against dozens of state and federal hazard datasets — flood, fire severity, seismic, landslide, liquefaction, dam inundation, airport noise — and emitting a document in a statutorily prescribed format. A slow report is an inconvenience; a wrong one is legal liability.
MY ROLE: Primary developer on the determination and reporting pipeline
CAPABILITIES DEMONSTRATED
FULL-STACK
Frontend to database, one owner.
ReadMindMe · Atlas Portal · ACE
AI / RAG
Retrieval, structured outputs, moderation.
ReadMindMe · LegalTech
GEOSPATIAL
PostGIS, GeoServer, spatial pipelines.
Atlas SDI · Atlas NHD
AUTOMATION
n8n orchestration, idempotent workflows.
LegalTech · Roadworthy
QA / RELIABILITY
Validation, failure paths, monitoring.
Every build
YOU'VE SEEN THE SYSTEMS.
Now let's build one.
Have a product, internal tool, AI workflow, or business process that needs to be built?