AI systems at Limitless Technologies
2026 My day job. I build AI systems at Limitless Technologies in Beirut, working in health and insurance technology. It is a domain where the data is confidential and a wrong answer has real consequences for someone's claim or policy. I know our systems end to end and mentor the rest of the team across our projects, including an intern I supervised who is now a part-time engineer reporting to me.
Client work, so the systems themselves are not something I can show.
Turns a child's photo into a personalized picture book. Pick a story template, upload a photo, and it swaps the child's face into every illustrated page, lets you redo any page you are not happy with, then lays the story text over the art and exports a PDF. Built with a partner for a client who had been assembling these by hand.
Client project, private repository.
- Python
- Flask
- React
- Computer vision
- Face swap
- Automation
- PDF generation
Spots AI-written text without needing a large model to do it. Most detectors are themselves big models, which is a lot of machinery for what is really a yes or no question. This one runs on an ordinary CPU, answers instantly, and handles short text, which is where most detectors fall apart. Built in support of SUPSI research.
- Python
- scikit-learn
- Word2Vec
- Flask
Try it → Smart glasses prototype
2023 Glasses that describe what is in front of someone who cannot see it, calling out obstacles and landmarks as you walk. I led the team, and it won the AUB hackathon.
- Python
- YOLO
- Computer vision
See the post → 
