Ahmed Mahmoud

Building ContextCRM, CLI tools, and practical automation systems from Calgary.

I like software that is useful on day one: local-first when it matters, simple to operate, and structured enough for both humans and agents to rely on.

What I’m focused on

• relationship and operator software
• CLI-first tools and local-first systems
• automation that reduces real workflow friction
• agent-friendly products with clean data and clear interfaces
• practical software over dashboard theater

Current public work

• ContextCRM — local-first CRM for people who need to know who’s who, what happened, and what matters next
• cli-toolkit — everyday CLI utilities in Node.js and Python
• lightroom-vision-plugin — Lightroom Classic plugin for AI-assisted photo organization
• lightroom-vision-service — companion service for captions, keywords, and image analysis workflows
• mizoz.github.io — personal site and public project hub

How I work

I care about tools that help operators move faster without making the system harder to trust.

That usually means:

• explicit over magical
• local data over unnecessary dependence
• fast capture over bloated process
• systems that are easy to inspect, export, and keep running

Connect

• LinkedIn: https://www.linkedin.com/in/ahmed-m-82ba28169/
• Website: https://mizoz.github.io