At Zagazig University Hospitals, I audit and manage institutional inventory sheets, tracking discrepancies carefully. I also troubleshoot enterprise printing equipment and document operational processes.
I built PayrollAuditorPro, an independent project that converts complex PDF payroll records into structured datasets. I used prompt engineering to guide AI models in producing Python parsing logic with PyMuPDF and PaddleOCR, then tested and validated the generated code for numerical precision and consistent text extraction.
In my 2026 research, I evaluated Dell Precision and HP ZBook workstation architectures and NVIDIA RTX GPUs for local LLM deployment and document OCR workloads. I also worked on e-commerce catalog listings and GTIN exemption compliance at Amazon Egypt.

