Farouq Halawa

Org: Global Engineering Services, Operations https://www.amazon.science/author/farouq-halawa

Org: Global Engineering Services, Operations

Org: Global Engineering Services, Ops Projects and responsibilities: - Production of Machine Learning algorithms for text classification using Deep Learning, NLP, Test Embedding - Development of a Mathematical Optimization models for resource scheduling and vehicle routing using Python, FICO Xpress, Google OR. - Development of Computer Vision algorithms for intelligent object detection at warehouse environment - Development of simulation models for yards, order picking, material handling systems using 3D Flexsim software

Developed simulation models for layout optimization

Support the decision-making process of healthcare planning projects using simulation-optimization, data analytics, and lean six sigma tools. Projects: - Simulation modeling of Pod layout used for cancer treatment to optimize flexibility and adaptability, August 2019- October 2019 - Studying several layout options and split-flow strategies to reduce overcrowding for a new urgent care unit, January 2019 - May 2019 - Data-driven Layout Planning for an Orthopedic and Heart and Vascular Units, Dec 2018 – Feb 2019 - Applying Discrete-Event Simulation and Process Improvement to Measure Design Performance for a New ICU Aug 2018 – Dec 2018 (Awarded with the Certificate of Research Excellence 2019 by EDRA)

Research Areas: Simulation-Optimization, Data Analytics, Healthcare Development

Department of Industrial and Systems Engineering

Project: Applying Location-based Informatics, Simulation, and Optimization Methods to Forklift Driver Behavior, Congestion, and Wireless Charging Studies - Collected and analysed large datasets such as real-time location system (RTLS) data, warehouse management system (WMS) data, and iWarehouse data in a warehouse of The Raymond Corporation - Evaluated indoor positioning technologies with multiple key performance indicators and used an analytic hierarchy process (AHP) to find the best technology for real time location system - Applied machine learning and data visualization techniques to study braking behaviour, forklift faults, and forklift impacts - Developed algorithms to study the synchronization between different warehouse data systems (WMS, RTLS, and iWarehouse) - Presented the results of analyses in bi-weekly meetings with the technology team at The Raymond Corporation, and participated in brain storming sessions to improve productivity and safety based on results of data analyses

Post graduation, I Implemented my Bachelor's thesis idea, which was an implementation plan for the first-ever American Accreditation (ABET) in the country. From 2011 to 2014, I served as the Executive Engineer for the project, collaborating with a team of talented engineers. Our collective efforts culminated in the successful accreditation of seven departments, marking a significant milestone for the institution. * ABET " Accreditation Board for Engineering and Technology", is an American Quality Assurance for Educational and Technology institutions.

Working as a placement visitor in the field of Quality Assurance at the Collaborative Provision Office at Cardiff Met. University. My work involved internal auditing, developing key performance indicators, and performance evaluation.

I worked in the field of Engineering consultancies for nearly one year. I was involved in institutional evaluation and development projects for the Ministry of Agriculture in Hebron town in Palestine. Also, I was Involved in a study done for a local telecommunication company “JAWWAL” that included surveys, data analysis, designing questionnaires, data entry and Assessment. Moreover, I coordinated and organized focus groups for a local telecommunication companies" JAWWAL", and attended workshops relating to strategic planning for local councils in Hebron area.