Kristofer Jussmann
Portfolio, Project Studio & Blog
A portfolio of secure AI systems, DevSecOps infrastructure, workflow automation, case studies, and engineering notes.
My work
Cloud platforms, AI systems, and automation.
I'm Kristofer Jussmann (Ker102), a DevSecOps, Cloud Platform, and AI Systems Engineer based in Estonia. I build and operate cloud infrastructure, improve how agents use their tools, and deliver automation and AI/ML integrations for clients through Kaelux. My project records show the results, tradeoffs, and lessons behind the work.
- Cloud platforms and DevSecOps
- I migrated and operated private automation services across Google Cloud and Azure, with stateful containers, scoped identities, private networking, and CI/CD.
- Agent harnesses and 3D tooling
- I built ViperMesh's Blender tools and Harneloop's artifact-aware improvement loop to address spatial reasoning, hallucinations, and unreliable agent output.
- Applied AI research and evaluation
- I developed PromptTriage and the Automation Atlas through retrieval experiments, structured benchmarks, synthetic data, and documented findings.
- Client delivery through Kaelux
- I have delivered business automations, AI/ML integrations, and consultancy for multiple clients, connecting their systems to the work they need done.