CV
Professional summary
AI Systems Engineer with an Information Systems foundation and a Professional Master’s degree in Artificial Intelligence. Focused on reliable RAG systems, computer vision, security analytics, and evidence-based model evaluation. Builds structured workflows with explicit inputs, outputs, metrics, limitations, and decision-support context.
Education
Professional Master in Artificial Intelligence
King Abdulaziz University, Faculty of Computing and Information Technology
2024-2026 · GPA: 4.98/5.00 · Excellent
Bachelor in Information Systems
King Khalid University
2015-2020
Systems analysis, databases, information management, and business-technology alignment.
Experience
Customer Operations / Point-of-Sale Associate
2021-2023
Handled customer-facing transactions and service workflows with attention to accuracy, communication, responsibility, and shift discipline.
Selected projects
- GovRAG Copilot: regulatory RAG system with hybrid retrieval, article-level citations, structured compliance workflows, testing, and visual outputs.
- Frequency-Aware Deepfake Detection: spatial and DCT-based hybrid detector evaluated under H.264 compression and cross-dataset shift.
- PPE Safety Detection: YOLOv8 workplace-safety workflow with real-time detection, Streamlit reporting, and privacy-aware face blurring.
- Malicious URL Detection: lexical security classifier evaluated on 651,191 URLs with ROC AUC 0.934 for the strongest reported model.
Technical capabilities
| Area | Tools and evidence |
|---|---|
| AI systems and RAG | Python, retrieval pipelines, BM25, TF-IDF, Qwen, Gradio, structured AI workflows |
| Machine learning evaluation | Scikit-learn, PyTorch, baselines, repeated seeds, confusion matrices, ROC/PR, class-level metrics |
| Computer vision | PyTorch, YOLOv8, OpenCV, CNN transfer learning, DCT features, robustness testing |
| Data workflows | Pandas, feature engineering, dataset splitting, imbalance handling, experiment organization |
| Implementation | Git/GitHub, automated tests, Streamlit/Gradio prototypes, structured repositories, technical documentation |
Languages
Arabic - Native · English - Professional technical proficiency