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Omar AlkhayatOA
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Omar Alkhayat

@omaralkhayat

Backend engineer building Django APIs and AI systems, including a traffic controller for nine signalized junctions.

Syrian Arab Republic
Message

I built a reinforcement-learning traffic controller for my graduation project, coordinating nine signalized junctions in a SUMO simulation. I implemented IPPO and MAPPO from scratch and fine-tuned the final model on real-world road networks in Damascus.

On the MTNSYR telecom analytics project, I built an ETL pipeline and developed customer lifetime value and spending-segment models. I’ve also developed a real-time fleet management backend and contributed to AI-driven clinical decision support for HIV therapy optimization.

Experience

Work history, roles, and key accomplishments

GP

Backend & AI Developer

Graduation Project

Jan 2026 - Present (9 months)

Engineered a reinforcement-learning traffic controller coordinating nine signalized junctions within a SUMO simulation. Implemented IPPO and MAPPO algorithms from scratch, utilizing a continuous green-duration policy.

MT

Data & Backend Engineer

MTNSYR

Jan 2026 - Present (9 months)

Built an ETL pipeline reconciling telecom subscriber data into a robust five-table star schema. Developed a Random Forest customer-lifetime-value model and spend-segment classifier.

HA

AI Backend Engineer

HIV Therapy Optimization with Genetic Algorithms

Jan 2025 - Present (1 year 9 months)

Engineered an AI-driven clinical decision support system optimizing HIV antiretroviral therapy protocols based on WHO 2024 guidelines. Architected a multi-objective fitness engine balancing clinical efficacy, toxicity, cost, and patient adherence.

BS

Technical Team Lead

Banking Management System

Jan 2024 - Present (2 years 9 months)

Spearheaded the development of a comprehensive banking system managing employee, customer, loan, and branch operations. Architected, coded, and deployed the Branch and Employee Management modules from the ground up.

RP

Backend Engineer

Real-Time Fleet Management Platform

Jan 2024 - Present (2 years 9 months)

Developed a platform for continuous vehicle telemetry and geospatial monitoring. Solely engineered the entire backend infrastructure, implementing low-latency data processing and scalable API architecture.

Education

Degrees, certifications, and relevant coursework

AU

Antioch Syrian University

Bachelor of Science, Computer Engineering and Informatics

2021 -

Pursuing a Bachelor of Science in Computer Engineering and Informatics, with expected graduation in August 2026.

IB

IBM

Certification, Software Engineering

Completed professional certifications in software engineering, Django application development, Python for data science and AI, AI application development, Linux commands, and Git version control.

UM

University of Michigan

Certification, Web Application Technologies

Completed a certification in Web Application Technologies and Django.

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