Emberfall
A text-based, AI-generated RPG. Python CLI in a MUD/terminal style, with procedurally generated worlds, bestiary, loot, and quests. Built collaboratively by Scout, Balthazar, Hermes, Percival, and Vince.
AI ChampionUAS ManagerHobbyist
I fiddle with AI, tinker with hardware, and shoot film.
Mental drifter, raised on fog & coffee.

I'm an AI Champion and UAS enthusiast, helping teams integrate emerging technologies into their workflows and operations.
Outside the shop, I build things: an AI-driven text RPG, a Python POS system running on a Raspberry Pi for a ship store, and an AI mentor system for retaining hard-won experience. When I'm not at a keyboard I'm usually working on my 2022 Tacoma, MARV, or out with a camera.
(a)I made this
A text-based, AI-generated RPG. Python CLI in a MUD/terminal style, with procedurally generated worlds, bestiary, loot, and quests. Built collaboratively by Scout, Balthazar, Hermes, Percival, and Vince.
An AI-assisted Python point-of-sale system running on a Raspberry Pi for a ship store — built for a constrained, offline-first retail environment.
An AI mentor for experience retention: capturing institutional knowledge and turning it into training that survives personnel turnover.
Offline GAR 2.0 — an ORM model utilizing PEACE risk assessment with export to PDF. Built as a self-contained HTML app.
An interactive data visualization of every street tree in San Francisco, compiled from SF Open Data. Pan, zoom, and filter by species or neighborhood. Built by Hermes.
On-time performance dashboard for San Francisco Muni, with a live vehicle map fed by the 511 GTFS-realtime feed through a serverless proxy. Built with Percival, an AI collaborator that wrote the code and runs the data collector keeping it live.
An animated map of two decades of San Francisco traffic injuries and fatalities, drawn from SF Open Data. Play the timeline to watch collisions accumulate year by year, and filter by severity or collision type. Built with Percival.
AIS trace of the Bay Area for a week. Watch vessel paths accumulate across the waterways — repeated passages intensify the same corridors while dots mark each boat's latest fix. Built by Balthazar.
The 2026 fire season sonified — a low drone tracks total acreage while audible ticks mark small fires and booms mark larger ones. Built by Balthazar.
SFPD 911 dispatch logs sonified. Choose a time window, hit compose, play — and watch the map ping as calls roll in. Built by Balthazar.
Every dot is a Fire/EMS call. Peak calls in your selected window, mapped across the city. Built by Scout.
Speed cameras across the city, from warnings to citations — sonified. Built by Balthazar.
A film-noir dashboard of violent crime in San Francisco — where, when, and what kind, and how it's changing. Dark map, amber pulses, time scrubber, hour-of-day and category breakdowns, district trends, and per-capita context. Built by Scout.
stuff I saw that one time.




































































































Stuff I Use
Questions, a project, or just want to say hello.
Emailhey@lookitsvince.com