Linux-first IT career changer building practical systems with Docker, Python, PostgreSQL, automation, monitoring and Azure fundamentals.
I build complete systems rather than isolated coding exercises: self-hosted services, Docker stacks, APIs, databases, scheduled workers, monitoring, alerting, backups and technical documentation.
My goal is a junior role in Cloud, Platform, Infrastructure or Linux Operations.
Live and maintained self-hosted data and intelligence platform
Live Platform · Technical Repository
A publicly available platform with around 20 market, industry, navigation, intelligence and PvE tools, operated on my own Linux infrastructure.
Stack: Ubuntu Server · Docker Compose · FastAPI · PostgreSQL 16 · nginx · Python workers · Cloudflare · Azure Arc · Azure Monitor
Current production scale:
- Approximately 7.5 million database rows written per day
- 124.3 million live PostgreSQL rows
- 70 GB database across 81 tables
- Approximately 9,650 orchestrated import runs per day
- 14 automated pipelines using 7 external data sources
The system includes automated imports, retention pruning, health checks, Discord alerting, rate limiting, daily off-volume backups, automatic backup fallback and an ESP32 infrastructure status display.
Human-directed, AI-assisted research platform exploring byte-perfect recompression of already-compressed formats, with a Python research encoder, a native safe-Rust decoder, learned entropy contexts, portable distilled models and documented positive and negative experimental results.
🚚 DispoHub
Open-source dispatch, driver and fleet-management system for small transport companies, built with FastAPI, PostgreSQL, Docker, role-based permissions, multilingual interfaces and automated tests.
Tamagotchi-style Android device project using HTML5, vanilla JavaScript, Android WebView, local persistence and hardware sensor input.
🖼️ JPEG Compare
Standalone Windows desktop utility for exact byte-by-byte and bit-by-bit comparison of two JPEG files, including drag and drop, MD5/SHA-256 fingerprints and decoded pixel-difference analysis.
Small Windows batch launcher that prevents Chrome background throttling from interrupting Twitch Drops tracking in a dedicated browser profile.
Personal SQL project for relational data modelling, structured purchase-history storage and repeatable analytics queries.
Archived JavaScript automation framework exploring distributed scheduling, resource allocation and autonomous task coordination.