Looking for a job

M Mabrouk

@mmabrouk

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I build data-driven reports, automate operational workflows, and develop Python machine learning models.

Egypt

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What I'm looking for

I'm eager to expand my data science and analytics expertise, contribute to cutting-edge projects, and use automation and data-driven reporting to solve operational challenges.

I've automated operational reporting at Reliance Ready Mix by collecting, validating, and structuring equipment data from multiple sources. I use Excel and SAP to track maintenance, calculate equipment availability, and monitor preventative-maintenance adherence.

At Tameer Ready Mix, I created a fleet dataset from disparate information and deployed Power BI reports that made routine operational metrics faster to access. I've also supported data entry, correspondence, file management, and archiving.

I bring hands-on Python analytics and machine learning project work, including an XGBoost customer churn model with 0.80 weighted recall and interactive Power BI and Streamlit dashboards. Earlier, I annotated 2D imagery and 3D LiDAR data for autonomous vehicle perception while consistently meeting accuracy and productivity KPIs.

Experience

Work history, roles, and key accomplishments

Current

Data Entry Specialist / Technical Office Assistant

Current

Reliance Ready Mix

Jul 2025 - Present (1 year 3 months)

Automated and streamlined daily equipment breakdown reporting by collecting, validating, and structuring data from multiple sources. Generated operational statistics and managed equipment maintenance tracking within SAP.

Excel COUNTIF Sumifs V Lookups Pivot Tables SAP Data Validation Data Extraction

Administrative Assistant

Tameer Ready Mix

Mar 2025 - May 2025 (2 months)

Initiated and implemented a data-driven process improvement project to automate routine reporting and transition the department toward a paperless environment. Designed and compiled a comprehensive Excel dataset for the company's entire vehicle fleet and developed Power BI reports to visualize operational metrics.

Excel Power BI DAX Data Cleaning Data Structuring Reporting File Management

Autonomous Vehicle (AV) Data Annotator

Micro Engineering Tech Inc

Feb 2023 - Oct 2023 (8 months)

Annotated 2D imagery and 3D LiDAR point clouds for autonomous vehicle perception, applying bounding-box and pixel-precise segmentation methods. Reviewed peer annotation tasks for QA and consistently met or exceeded accuracy and productivity KPIs.

Data Annotation LiDAR Imagery Point Clouds Bounding Boxes Segmentation Quality Assurance Taxonomy