Automation and AI tools that make it to production, not just a demo.
I'm Youssef. A lot of AI projects stall at the demo.
I build automation and AI systems that actually ship:
backend, deployment, and the infrastructure and DevOps behind it when the project calls for it.
I build automation and AI systems that actually ship:
backend, deployment, and the infrastructure and DevOps behind it when the project calls for it.
Reading 17 Auto Glass Catalogs with a Vision Model
A glass distributor needed 17 NAGS catalogs, about 500 MB of scanned PDF, turned into one clean Excel database. Eleven pilot experiments, a vision-model extraction pipeline, and a testing story about trusting your own metrics too much.
Latest from the blog
AI Operations Agent for a Multi-Property Hotel Portfolio
Designed and shipped the first live agent of a multi-agent AI operations platform for a hotel management company: self-hosted orchestration, reverse Cloudflare tunnels, full CI/CD, on infrastructure I own end to end.
Automated Daily AI Report, Built for a Non-Technical Owner
A self-serve daily reporting tool for an Amazon seller: Google Sheets in, an AI-written summary out, delivered by email on a schedule she controls herself. Built end to end on Cloudflare Workers for $5/month.
Kasb: A Desktop Earnings Tracker for a Fellow Freelancer
A local-first desktop app that turns a messy Upwork CSV export into real profit and loss: gross earnings, fees, connects ROI, and client breakdowns, with zero cloud and zero recurring cost.
The Legal Layer: AI Contract Review for a Legal Directory Platform
Backend engineering on a members-only AI tool that explains a contract in plain English before you sign it, live at justisconnection.com/legal-layer.
Daily Property Listing Feed from a Major Online Marketplace
An Apify actor that pulls new property listings from a large online marketplace every day, enriches each one with council-level data, and feeds a live Google Sheet with zero duplicate rows.
24/7 AI Bot Platform with SaaS Dashboard and Multi-Bot Workflows
Designed and built a full-stack SaaS dashboard and backend in Python to manage a 24/7 AI bot platform. Integrated OpenAI with Google Sheets, WordPress, and custom rewriting tools.