Omar Ali Alkhayat

لدي خبرة في العمل بمسمّى Data & Backend Engineer لدى MTNSYR - Telecom Data Warehouse & Analytics Platform. تشمل مهاراتي Python، FastAPI، PyTorch، NestJS، REST APIs.

1. Data & Backend Engineer

   2026 — حتى الآن

   MTNSYR - Telecom Data Warehouse & Analytics Platform

   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. Designed and deployed a comprehensive 9-page analytics dashboard accessible via a single CLI. Tools: Python, pandas, scikit-learn, SQLite, Streamlit, Plotly.

2. Backend & AI Developer

   2026 — حتى الآن

   Graduation Project

   Multi-Agent Reinforcement Learning for Adaptive Traffic Signal Control. Engineered a reinforcement-learning traffic controller coordinating nine signalized junctions within a SUMO simulation. Implemented IPPO and MAPPO algorithms from scratch, designed a multi-term reward system, and fine-tuned the final model onto real-world road networks in Damascus. Tools: Python, PyTorch, SUMO/TraCI, Petting Zoo, Gymnasium, NumPy, pandas.

3. AI Backend Engineer

   2025 — 2025

   HIV Therapy Optimization with Genetic Algorithms

   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. Tools: Python, Genetic Algorithms, Stanford HIVDB.

4. Backend Engineer

   2024 — 2024

   Real-Time Fleet Management Platform

   Solo project. 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. Tools: Python, Django REST Framework, REST APIs.

5. Technical Team Lead

   2024 — 2024

   Banking Management System

   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. Led a team of developers, ensuring clean architecture, robust code quality, and timely project delivery.

1. B.Sc. in Computer Engineering and Informatics — Computer Engineering and Informatics

   2021 — 2026

   Antioch Syrian University

• Python
• FastAPI
• PyTorch
• NestJS
• REST APIs
• MySQL
• Django
• تعلم الآلة
• Spring Boot
• Elasticsearch

• العربيةطليق أو لغة أم
• الإنجليزيةمهني