AI Projects
These projects sit outside my professional work at ConstructConnect — built to push the boundaries of what AI-assisted design can actually do. Both use OOUX/ORCA data modeling, AI integration, and shipped code prototypes. The focus was always on systems architecture and technical proof-of-concept, not visual polish.
- Pedestrian Realm 311 — an Elasticsearch-powered 311 triage agent that reduces municipal infrastructure complaint processing from 30–45 minutes to under 30 seconds, built for the Elasticsearch Agent Builder Hackathon.
- VoteReady — a capacity-aware voter registration guidance app built with Claude API and Elasticsearch, designed from the ground up for cognitive accessibility across variable energy states.
A conflict-aware AI triage agent for municipal 311 infrastructure complaints. Built on Elastic Agent Builder with a single Elasticsearch index unifying 7 object types — infrastructure assets, ADA regulations, utility constraints, departments, service requests, work orders, and a city-wide compliance score.
- Geo-distance queries surface every asset and utility conflict within 200 meters of a complaint before crew dispatch
- ADA violation detection compares slope measurements against federal thresholds with specific code citations (Section 406: max 8.3%)
- Triage time reduced from 30–45 minutes to under 30 seconds with consistent quality regardless of staffing or time of day
Read more about Pedestrian Realm 311A voter registration guidance app designed around cognitive processing requirements — not compliance checklists. Built with Claude API, Elasticsearch, and OOUX/ORCA methodology to support users navigating complex multi-jurisdiction requirements across variable capacity states.
- Four capacity modes (High / Medium / Low / Crisis) adapt information density, language, and available actions based on user-stated energy
- Claude API system prompt designed as a UX artifact — defining per-persona response rules, banned language constraints, and compliance logic routing
- Elasticsearch powers three query patterns: compliance requirement resolution, geo-filtered agency discovery, and capacity-matched task surfacing
Read more about VoteReady
