ml · cybersec · homelab · ctf — romania
I build machine-learning models, create automation systems, compete in CTFs, and turn research into hands-on experiments — one side-project at a time.
contact@alberyt.xyz · github.com/Albert-4096 · blog.alberyt.xyz · alberyt.xyz
What's on the bench right now. If this list goes stale for more than a month, email me and complain.
Romanian hospital discharge papers are PDFs. The European Health Data Space wants HL7 FHIR R4. This pipeline reads the first and emits the second — valid bundles, real documents, end to end. It won the Product Innovation track at HackTM 2026.
An interactive map of cryptographic concepts. Most crypto explanations are either hand-wavy or impenetrable; this one lets you poke at the primitives until they make sense.
A Palantir-style personal intelligence dashboard. Telemetry from machines I own, on one screen, because tailing logs across 95 containers stopped being fun.
Production-grade auth microservice. JWT sessions, Argon2 hashing — the boring parts, done properly.
Self-hosted hi-res music downloader with an MCP server, so an AI assistant can fetch albums for me.
Interactive PRNG visualizer with Hull–Dobell theorem analysis. Watch a bad seed ruin everything.
Study platform for the Romanian Baccalaureate literature exam. Built for an exam I actually had to pass.
An interactive explainer on thinking in systems instead of straight lines.
Everything I run lives on two machines: a Dell PowerEdge R610 running Proxmox and an Acer laptop, with around 95 Docker services on top. This site, the blog, the live demos — all served from them, behind Nginx Proxy Manager. The homelab is the project I never stop working on, and the fact that you're reading this page is the uptime report.
internet │ ▼ nginx proxy manager ── dell poweredge r610 · proxmox · ~95 docker services ├── alberyt.xyz ◀ you are here ├── blog.alberyt.xyz writing ├── crypto.alberyt.xyz cryptography atlas ├── dash-demo.alberyt.xyz soc dashboard └── albertghf…ctad.onion tor mirror
I'm Albert, 18, from Romania. I got into AI through neuroscience — I wanted to understand how brains work and ended up training the artificial kind. That led to machine learning, which led to security, which led to a rack server at home running 95 containers.
I compete in CTFs and in the Romanian AI & Cybersecurity Olympiad at the national level. University for AI is next. I'm endlessly curious, always diving into anything I find interesting or useful — lately that includes 3D art and photography, which can keep me away from a terminal just long enough.
Want to collaborate, exchange CTF write-ups, or share feedback? My inbox is always open.