AI / Agentic Systems Architect & ML Engineer
Stavanger, NorwayI design, build and ship AI systems to production — agent and voice systems, RAG pipelines, computer vision, MCP tool servers and n8n automation — with evaluation, observability and guardrails, not notebook prototypes.
I measure before I ship — precision / recall / F1, cost-per-unit. Numbers decide what's good enough, not vibes.
Kill-switch and audit trail on anything autonomous. Governance and guardrails are part of the architecture, not an afterthought.
Version control, observability, reproducibility. Systems that run reliably for real users — not notebooks that work once.
A new approach to automated inspection in a regulated industrial domain. A VLM + RAG architecture with an orchestrator, eval-driven quality and a kill-switch.
The core idea is novel and kept private — live walkthrough on request.
Live transcription, in-call AI coaching and speaker identification on Android. A product category nobody else is shipping.
A Norway-first mobile game with an original real-world-to-game mechanic: collect-and-battle gameplay tied to a real national system.
Norwegian AI Championship. A MAPF warehouse-robot controller built as a measured optimization ladder — one-way corridors (+129%), PIBT collision resolution, a central dispatcher and an anti-deadlock layer. 15th of 380 teams, entered solo.
A visual workflow editor over a typed agent-coordination backend — composing and running multi-step agent pipelines. Built for Stavanger kulturskole, with a pilot project planned for next year.
An AI platform that cuts commutes by matching "mirror twins" and chaining job/home swaps. I built the ML: 21 ONNX-exported models — a traffic GNN, a Siamese compatibility net, a LambdaMART ranker and an ILP chain solver (the kidney-exchange algorithm) — trained on 1M synthetic profiles. R&D approved under SkatteFUNN (Research Council of Norway).
Windows voice dictation that runs entirely on-device — no audio leaves the machine. Push-to-talk transcription in any app, plus AI text rewriting, transformation and translation. Works fully offline across 26 languages, with near-instant translation.
A 36-country electricity, fuel and transport price tracker on an interactive WebGL globe — with markerless head-tracked perspective: a webcam shifts the 3D viewpoint in real time as you move, giving the scene real depth.
Point your phone at an item and get an instant price estimate plus a ready-to-post Norwegian listing — Gemini Vision reads the photo, prices it and writes the ad in seconds. Web + Android.
Crowd estimation for ski resorts that runs object detection on CPU at the edge with ROI masking — and discards every frame after inference. No facial recognition, no stored images.
The motion pipeline behind Heimdall Innovation's flying-cinema pod: real FPV-drone gyroscope/IMU data is replayed through a classical washout filter into a motorized chair, so the seat banks, climbs and dives in sync with first-person flight footage. Quaternion telemetry → washout → chair rotation, synced to the video clock.
Live ElevenLabs Conversational AI agents I built — each speaks Norwegian and English. Open one and talk to it in the browser.
The in-cabin voice assistant for SIMO, a motion-simulator platform (Heimdall Innovation) — answers questions and guides the session by voice.
Talk to itA front-desk voice agent for a municipal music school: handles inquiries and booking-style requests in natural speech.
Talk to itA customer-facing voice agent for Visam AS — bilingual and conversational, available around the clock.
Two-way phone-call translation in real time: each caller hears the other in their own language, synchronously — built on Twilio Media Streams and OpenAI's Realtime API.
n8n-orchestrated pipelines with AI agents in the loop — scraping, scoring, generating and publishing, with a human approving the calls that matter.
A social-media automation system driven by AI agents with n8n in the backend: it scrapes, scores, generates and schedules content daily, with a Telegram human-in-the-loop approval step before anything goes live. It runs in production — publishing daily to its Facebook community: daily FINN.no finds with a short price analysis.
Production automation across products — lead scraping and enrichment, cold-email outreach, video generation and booking chatbots — wired into Brevo, Google Calendar, Places and Supabase, with retries, throttling and idempotency.
Open to senior AI roles in Norway. The fastest way to reach me is LinkedIn — happy to give a live walkthrough of any of the work above.