At Dar AL Handasah Shair and Partners, I implement electrical designs for low- and medium-voltage infrastructure and perform floodlighting and street-lighting calculations.
At Autonomous Enterprise Management Systems, I assisted with designing, implementing, and testing parametric machine-learning models in Python and optimization algorithms such as genetic algorithms. I also developed a user interface in VBA and a parametric model and GE code that were integrated into commercial software.
At Farhat Bakery Equipment, I designed and built an AI-powered mechatronic module that sorts bread on a production line by thickness and maturity. I used image processing with a Raspberry Pi and PLC, and contributed to the module’s addition to a new version of the machine.
At the University of Balamand Engineering Department, I designed and coded a mathematical model for sound localization and enhanced a signal-processing algorithm to filter noise. I also completed a Master in Artificial Intelligence project applying a machine-learning algorithm to predict car accidents.

