The Program
5 production AI initiatives, 1 embedded architectprogram
I currently run the AI program inside Multnomah County — architecting, building, and shipping production AI across 5 simultaneous initiatives. Plus other client work shipped in the last few years.
Multnomah County AI Program
Four production AI initiatives running simultaneously inside the County, plus one in discovery and one restricted engagement proposal. I'm the embedded AI architect: I design the systems, write the code, capture the institutional knowledge, and ship features weekly. The program runs its own public presentation hub with a dated activity feed — anyone can verify the velocity.
Program Initiatives
Live hub
A11yReady
AI-Powered Document Accessibility Platform
DCA
Converts public-facing PDFs into fully accessible HTML in 30–90 seconds — versus 1–4 hours of manual remediation. A Vertex-AI pipeline routes each document through one of 34 type-specific clusters with a deterministic forms path that anchors fields to embedded AcroForm widgets, so extraction is stable run-to-run.

File Intelligence Platform
Drupal-Aware Site Intelligence for multco.us
Multnomah County · WDX
Nightly Google Cloud pipeline that reconciles 56,500+ Drupal CMS files across 9,900+ published pages on multco.us. Six-bucket file classification, axe-core WCAG 2.1 AA scoring, Vertex AI service classification + remediation proposals, citizen-journey personas, per-department health trends, and an editor-attribution layer so every issue has an owner.

AI-Powered Testing Platform
6-Agent System for Legacy Modernization
DCHS / QA
A team of 6 specialized AI agents that indexes legacy codebases, captures institutional knowledge before retiring staff walk out the door, generates regression tests from that knowledge, and watches for drift on every commit. Multi-tenant from day one — UCR is tenant 1; ACHP onboards next.

UCR Modernization
Behavioral Test Capture from Retiring SMEs
DCHS
Vision for modernizing the Universal Client Registry — DCHS's system for managing client demographics, enrollments, and services across four divisions. Gated on first proving behavioral equivalence: every workflow Rikki documented over 36 years becomes an executable test the modernized UCR must pass before it ships.
Earlier Multnomah County Work
Other Production Systems

AI Commander
Agentic RAG Orchestration
Production hub-and-spoke orchestration with Commander router, Data Analyst, RAG-powered WCAG Expert, Operations agent with human-in-the-loop, and Data Dictionary.

AIRS
Academic Reading Intelligence System
Production LLM-powered academic reading coach with fine-tuning pipeline, synthetic training datasets, and real-time chat integration.
