Experience

Hochschule Aalen · Aalen University, Germany

Multi-sensor condition monitoring and predictive maintenance for lubricants in industrial gearbox and hydraulic systems.

• Built and instrumented experimental setups combining sensor channels for viscosity, particle contamination, and optical transmission/scattering over time
• Developed machine-learning models to fuse sensor channels and estimate Remaining Useful Life (RUL)
• Built ANN and CNN virtual sensors in Python that predict fluid properties from low-cost multi-sensor inputs; CNN outperformed LSTM and was selected as the primary model
• Structured decision frameworks incorporating economic cost modeling
• Authored and contributed to competitive research funding proposals with industrial partners
• Supervise Bachelor’s and Master’s thesis projects; contributed to 5 papers as first author and co-author

NASK Brakes Industries, Qatar

Engineering and quality for brake pad manufacturing at a facility producing 1,000,000 pads annually.

• Designed and validated product specifications for brake models against OEM requirements
• Designed test fixtures and experimental apparatus for brake component performance evaluation
• Installed and calibrated testing machines for accuracy and repeatability across test cycles
• Prepared technical documentation for ISO and SASO compliance audits with full traceability
• Identified non-conformances and material defects early to prevent costly rework
• Maintained logs of test results, calibration certificates, and inspection reports
• Supervised quality technicians during measurement, evaluation, and documentation

MEMCO, Saudi Arabia

CAD/CAE design of industrial production lines for higher throughput.

• Built 3D models and 2D drawings for new production line designs with supporting calculations
• Integrated spiral conveyors and palletizers — line capacities of 50,000 and 81,000 bottles/hour
• Ran simulations to validate mechanical and material-flow behavior before finalizing layouts
• Documented BOMs, technical reports, and costing analyses for feasibility decisions
• Executed Installation, Operational, and Performance Qualification for equipment
• Troubleshot hardware and software anomalies across lab instrumentation and local networks

JUST University, Jordan

Automotive engineering and fuzzy logic control — from literature review to published journal paper.

• Conducted structured literature reviews to define project scope and direction
• Built computational models in MATLAB and Simulink for a fuzzy logic-based control system
• Collected, cleaned, and organized quantitative and qualitative experimental data
• Prepared research proposals and papers; results published in an international peer-reviewed journal