Open to AI & ML roles / Beirut, Lebanon

I build AI
that does
something.

I’m Khodor, an AI engineer who turns machine learning into things people can use, from real-time sign language recognition to agents that teach themselves to play.

Portrait of Khodor El-Rifaii
99.13%test accuracy
ASL recognition
Test accuracy, sign language model
99.13%
Featured AI projects, built end to end
4
Live demos you can try now
2
Fields: vision, RL, language
3

01 Selected work

Curiosity, put to work.

Four projects, four different problems. Each one started with a question and ended with something that runs.

01 Computer vision · Accessibility

Signs become understanding.

A real-time American Sign Language recognition system. A CNN reads hand landmarks from a live camera feed with MediaPipe and OpenCV, built to make everyday communication more accessible.

  • 99.13% test accuracy
  • Real-time on a webcam feed
  • Published research paper
  • Python
  • CNN
  • MediaPipe
  • OpenCV
Read the paper

02 Applied AI · Health

MedGuide

An AI symptom assessment app. Describe how you feel and it suggests possible conditions as a clear, calm starting point before seeing a professional.

  • AI application
  • Healthcare
  • Live
Try the live app

03 NLP · Transformers

Bot or Not

A transformer-based text classifier that takes on a hard, current question: was this written by a person or by a model?

  • Transformers
  • Text classification
  • Live
Try the live demo

04 Reinforcement learning · Unity

Star Rebellion

Nothing here is scripted. Agents trained with Unity ML-Agents and PyTorch learn to aim, take cover, and survive purely through reward design.

  • ML-Agents
  • PyTorch
  • Reward design

02 The way I think

Good AI isn’t just clever. It should make something clearer, kinder, or more capable.

I earned my bachelor’s degree in computer science at Lebanese International University, and my hands-on work spans machine learning and software development.

I like getting deep into how a system works, then making sure it works for people. I want what I build to have a positive impact, even if it starts by making one task easier for someone.

Based in
Beirut, Lebanon
Experience
Mobile Development · XpertBot
Education
B.S. Computer Science · LIU
Looking for
AI / ML engineering roles

03 Skills & tools

Skills, with proof.

Every skill here points to a project where I actually used it.

04 Next chapter

Have a good problem?
Let’s talk.

I’m looking for thoughtful teams and meaningful challenges in AI and software.

Star Rebellion Trained agents, unscripted