What I’m working on
What I build
Projects across four disciplines. Pick a category to explore.
Recent Activity
Full end-to-end pipeline validated with real OBS recording — 14-second processing on RTX 3090. All 7 build phases complete, project is operational.
Installed NSSM pipeline service — file watcher runs as a Windows background service, survives reboots, auto-processes OBS recordings.
Set up Telegram bot (@QuorumPrestBot) with automated pre-meeting reminders and one-tap mark-complete links for action items.
Built and deployed 4 n8n workflows on n8n.prestgroup.dev — extraction pipeline, daily/weekly reminders, and mark-complete webhook with clickable Telegram links.
Documented the three-layer cache fix as a project Gotchas section with a reusable diagnostic trick, so the next person touching the admin panel doesn't rediscover the problem from scratch.
Where This Is Heading
What's Cooking
Honest answer: I'm figuring out how to build things with AI — and getting better at it every week. Client projects, personal experiments, lighting rigs, half-finished apps. Some of it ships, some of it teaches me what not to do next time. Either way, the people I work with get the benefit of whatever I learned yesterday.
The Endgame
There isn't a master plan. There's a pattern — and it runs in both directions. Sometimes something catches my attention, I go deep on it, and eventually someone needs exactly that thing solved. Other times, someone brings me a problem I've never touched, and the deep dive happens because they need it figured out now. Either way, the outcome's the same: I come out the other side knowing how to do something I couldn't do last week.
The automation work grew out of curiosity. The sound and lighting work grew out of running production for bands and years of being on stage as a performer. The client work grew out of all of it. I plan to keep following both of those threads and stay useful along the way. Waiting until I've got it all figured out isn't an option — because that's never going to happen.