Telecom × Software × Infrastructure × AI
Mohammed
Habib.
Building and troubleshooting systems across telecom, SIP/VoIP, networking, infrastructure, software and AI.
SYSTEM: ONLINE
STACK: PYTHON/DJANGO
REGION: BH
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
Fresh from the lab
Infrastructure
Sep 01, 2026
WireGuard VPN — Full-Tunnel and Split-Tunnel on Ubuntu
---
7 min read
6 views
#Linux
Infrastructure
Sep 01, 2026
Proxmox VE Setup — Virtualization for the Homelab
---
8 min read
6 views
#KVM
Infrastructure
Sep 01, 2026
Homelab Networking — VLANs, DNS, and Firewall Rules That Actually Work
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9 min read
6 views
#DNS
Software
Sep 01, 2026
Django Deployment — From `manage.py runserver` to Production on Ubuntu
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7 min read
5 views
#Deployment
AI
Sep 01, 2026
Ollama + Local LLMs — Running AI Models on Your Own Hardware
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9 min read
5 views
#AI
Popular reading
Most viewed
PlayStation Studio — One Desktop App for PS4 & PS5 Homebrew
27 views · 5 min
Kalaam VoIP — Building a SIP Softphone for iOS and Android
24 views · 7 min
TrueNAS Installation — A Complete Step-by-Step Guide for Beginners
12 views · 12 min
Lab notes
Quick reference
No lab notes yet.
WHO IS BEHIND THIS
I build, troubleshoot and operate systems
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