Telecom × Software × Infrastructure × AI
Building and troubleshooting systems across telecom, SIP/VoIP, networking, infrastructure, software and AI.
Current focus
ACTIVE
Teams Direct Routing & SBC work
Call flows, trunking and troubleshooting across SBC and PortaOne platforms.
BUILDING
Django & FastAPI tooling
Internal telecom utilities, reporting apps and automation.
EXPLORING
Local LLMs & AI agents
Ollama-powered assistants for network operations and documentation.
Latest articles
Automatic subtitle manager — downloads, renames, and organizes subtitles for every movie and TV episode via Sonarr and Radarr.
Headless download manager — handles one-click hosters, decrypts link containers, and manages your download queue via MyJDownloader.
Network-wide ad blocker — blocks ads, trackers, and malware for every device on your network, no browser extensions needed.
Media request manager for Jellyfin/Plex — users request movies and shows, the *arr stack handles the rest.
Plex monitoring and analytics — tracks who is streaming, what they watch, and sends notifications.
Personal media server — indexes movies, TV, and music, generates metadata, and streams to every device.
Popular reading
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Lab notes
No lab notes yet.
From SIP signaling and packet captures to Linux servers, Django apps and AI experiments — and I document what I learn along the way.
About me