SuggestArr
A recommendation and request engine for Plex, Jellyfin and Emby, evolved into a real open-source product with APIs, background jobs, AI-assisted discovery and an active community.
I build products, automation and self-hosted systems — from the interface people use to the infrastructure that keeps it alive.
Not experiments for the portfolio. Things built around actual users, workflows and problems.
A recommendation and request engine for Plex, Jellyfin and Emby, evolved into a real open-source product with APIs, background jobs, AI-assisted discovery and an active community.
An AI-assisted PC configurator that turns a budget and use case into a complete build and a direct path to purchase.
Open productPersonally researched and published offers, with seasonal analysis, market research and a focus on the best deals and pricing errors.
Start with the annoying part. Understand the whole path. Remove the manual step. Keep the system observable.
Pulled from the GitHub and Docker Hub APIs and refreshed every hour.
Integrations, utilities and systems that grew out of problems I wanted solved.
Performance, responsiveness and game feel — the kind of details I can obsess over for hours.
Good cinematography, strong stories and an increasingly unreasonable watchlist.
Hardware, frame times, thermals and tuning a setup until it feels exactly right.
Home Assistant, self-hosted services, networking and automation that reaches the physical world.
New places, long walks and time outside — usually the quickest way to come back with a clearer head.
The frontend matters. So do the API, the database, deployment, logs and the thing that wakes you up when something fails.
I like being able to follow a feature from idea to production and understand every layer in between.