From idea to reality — with AI as leverage
I help companies automate work, shorten lead times, and take the next step with AI. 25+ years of experience from defense, analytics, and startups.
Services
AI in practice
Not just proof-of-concept. I take AI from idea to production-ready implementation. Automation, LLM integration, data pipelines.
DevOps & infrastructure
CI/CD pipelines, containerization, self-hosted services, Ansible automation. Robust infrastructure that runs itself.
Systems development
Full-stack development focused on Python, embedded systems, and analytical applications. Agile, pragmatic, delivery-focused.
Technical advisory
Architecture decisions, technology selection, AI strategy. Helping you make well-informed technical decisions.
Software projects
Datadiodefileproxy
RustReliable one-way file transfer through hardware data diodes using UDP multicast and RaptorQ FEC. Achieves full line rate on 1 Gbit links through asynchronous pipelining. Rust workspace with sender/receiver daemons, REST API, SvelteKit web UI, and ClamAV/YARA security scanning.
Secure file import into high-security IT environments
Local LLM service
Docker / vLLMDesign and implementation of a local AI service based on vLLM and Docker Compose with NVIDIA Blackwell 6000 (96 GB VRAM). Dual-model architecture with coding model and general-purpose language model, OpenAI-compatible API, smart model switching, and web UI. AWQ 4-bit quantization for efficient VRAM usage.
LLM Code Review
GitLab CIAutomated AI review of merge requests in GitLab CI. Integrates as a CI stage and reviews every MR against company standards — code quality, test coverage, security, commit style, and documentation. Rule sets are centrally managed and updated via wiki.
About me
I'm Anders Viljosson, running Bitcarving AB. With 25+ years of experience from defense, analytical applications, and startups, I help companies turn technology into a competitive advantage.
Tech stack
Python, Rust, MATLAB, Docker, Debian Linux, Proxmox, Ansible, GitLab CI/CD
Special interests
AI/ML, geodesy, embedded systems, testing, agile development
Speaking
"Code like an ace — with AI" — Time People Group, March 11, 2026. Hands-on demos, real code examples, and exercises for coding smarter with AI.