Bitcarving AB
// Consultant · AI · DevOps · Systems development

From idea to reality — with AI as leverage

I help companies automate work, shorten lead times, and take the next step with AI — from proof-of-concept to production.

// 25+ years of experience · Defense industry · Analytical systems · Startups
Book a call See projects
01 / Services

What I do

🤖

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.

02 / Projects

Selected software projects

Datadiode File Proxy

→ full line rate @ 1 Gbit

Reliable 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.

Rust UDP multicast RaptorQ FEC SvelteKit

Local LLM service

→ OpenAI-compatible, self-hosted

Design 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.

vLLM Docker NVIDIA

LLM Code Review

→ automated reviews in GitLab CI

Automated 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.

GitLab CI LLM Python
03 / About me

Anders Viljosson

Anders Viljosson

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.

Python Rust MATLAB Docker Debian Linux Proxmox Ansible GitLab CI/CD

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.

// Next step

Ready to build something that lasts?

Book a no-obligation call — we'll go through your needs and opportunities.

Get in touch