About

Practical work. Real customers. Local AI.

I’m Oscar—a practical problem solver from Åtvidaberg. By day, I run frontline operations and customer reception at Becha Bil & Maskin, troubleshooting automotive logistics and keeping workshop flow smooth. Outside the shop, I architect local-first AI systems that solve real bottlenecks without cloud bloat or corporate friction.

I build and maintain Project Eva (a local multi-agent operating system) and Becha OS (a workshop operations cockpit). Working daily between real grease-and-metal customer problems and autonomous LLM agents gives me an uncompromising test for technology: if it doesn’t save time, cut clicks, or make life simpler on the ground, it’s just noise.

When I’m not building workflows or detailing cars, you’ll find me on a disc golf course or in a co-op session of Counter-Strike 2, Baldur’s Gate 3, or Diablo IV. I also build sealed plant terrariums. Soundtrack: death metal. Nightcap: gin & tonic or Japanese whisky.

Swedish (native) · English (fluent / professional)

Tech skills

Hands-on craft

    Soft skills

    People first

      // stack-audit: local-gguf · zero-cloud-leak

      Tools I actually use

      Stack in the wild

      Systems & software

        AI clients & platforms

          Local models (GGUF)