Meticulous Data Scientist accomplished in compiling, transforming, and analyzing complex information through software and machine learning algorithms. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Work History
Lecturer - Management Information Systems
Rutgers Business School - New Brunswick
New Brunswick, New Jersey
09.2022 - Current
Topics taught include 1. Digital transformation in organizations, including process mapping and reengineering. 2. Information systems design based on organizations’ competitive strategy. 3. Designing managerial dashboards that present information and data in a meaningful manner.
Designed and distributed lecture handouts to round out material and increase student understanding.
Arranged syllabus, developed schedule, and determined reading list, giving students appropriate time to complete assignments and absorb information.
Graduate Researcher
Rutgers, The State University Of New Jersey
New Brunswick, NJ
09.2018 - Current
Performed accurate quantitative analysis of targeted data research, collection, and report preparation.
Worked as member of integrated project team in highly collaborative work environment focused on enhancing machine learning and data mining methodologies.
Conducted own research in field of expertise machine learning and data mining.
Developed automated windshield wiper fault detection system based on novel variants of Singular value decomposition (SVD) method. The developed system helps one of major vehicle manufacturers in reducing their windshield wiper testing times and automating the entire testing process. The algorithm used in the system can successfully identify wiper faults at 97% accuracy.
Developing several fire detection algorithms for real-time fire hazard monitoring. The developed systems that include these new algorithms can detect fire accidents at least 200% faster than other existing systems while also maintaining lowest false alarm detection rates.
Teaching Assistant
Rutgers, The State University Of New Jersey
New Brunswick, NJ
09.2018 - Current
Data Mining I
Data Mining II
Computational Methods – was also guest lecturer for several lectures
Artificial Intelligence in Decision-Making and Control
Graduate Research Student
University Of Waterloo
Waterloo, Ontario
09.2016 - 08.2018
Research areas primarily included conflict resolution and machine learning.
Attended regular meetings and presentations with advisors to learn more details about conflict resolution in terms of systems design engineering and ways to improve its methodologies.
Investigated and analyzed ongoing trade disputes between China and the United States using Graph Model for Conflict Resolution (GMCR) with emphasis on new economic initiatives including: Trans-Pacific Partnership, Asian Infrastructure Investment Bank, Belt and Road, and Regional Comprehensive Economic Partnership.
Proposed Option Effectiveness approach as expansion of GMCR methodology which allows decision-makers in a dispute to better analyze available options and help them make more informed decisions.
Researched applications of machine learning and data mining to histopathology and medical images and developed methodologies that successfully classify histopathology images using machine learning tools.
Faculty Member
King Abdulaziz University
Jeddah, Kingdom of Saudi Arabia
07.2014 - 08.2016
Courses taught:
Database Management Systems (SQL and PL/SQL Language)
Intelligent and Expert Systems
Engineering Economy course
Industrial Management course
Key contributions:
Working along with department’s accreditation team to execute project of attaining accreditation from the American Board of Engineering and Technology (ABET).
Business Consultant
Taaj Building And Technology Standards Est.
Jeddah, Saudi Arabia
07.2014 - Current
Prepared financial modules to manage different business areas.
Managed all business contracts and their terms and all banking transactions.
Prepared annual budgets and set sales targets with adherence to the optimization criteria of available resources.
Analyzed business performance and identified key gaps and set plans to close gaps
Managed several clients and assured smooth execution of projects.
Overlooked preparation of organizational structure and definition of job roles.
Developed complete business plans and operational strategies for new and existing businesses.
Devised processes to boost long-term business success and increase profit levels.
Assistant General Manager
Taaj Building And Technology Standards Est.
Jeddah, Saudi Arabia
04.2013 - 07.2014
Resolved problems promptly to elevate customer approval.
Handled cash accurately and prepared deposits.
Motivated, trained and disciplined employees to maximize performance.
Managed team schedule with eye for coverage needs and individual strengths.
Enforced quality assurance protocols to deliver ideal customer experiences.
Managed budget implementations, employee reviews, training, schedules, and contract negotiations.
Projects Coordinator
The National Commercial Bank
Jeddah, Saudi Arabia
07.2012 - 03.2013
For several programs and projects like: Payment card industry 2.0, Anti Money Landry program, Internal rating based program, Treasury Environment Stabilization program, and Credit application management system program.
Assisted project manager in all administrative activities regarding project.
Initiated service requests and purchase orders and coordinated with procurement department.
Gathered requirements for ongoing projects and organized details for management use.
Enhanced relationship between Project Manager and Accountable Executive.
Prepared and maintain all related documents for internal audit of projects.
Followed up with projects’ stakeholders and coordinated between them.
Prepared and maintained project portfolio dashboard.
Developed executive presentations and reports to facilitate project evaluation and process improvement.
Responsible for supervising all audit activities for payment card industry certification project.
Maintained financial plans for projects.
Maintained open communication by presenting regular updates on project status to customers.
Project Manager
The National Commercial Bank
Jeddah, Saudi Arabia
07.2012 - 03.2013
Project involved installing air cooling chillers on top of NCB head office building.
Identified plans and resources required to meet project goals and objectives.
Eliminated discrepancies in progress by reviewing performance, spending, and timeline.
Managed projects from procurement to commission.
Developed and initiated projects, managed costs, and monitored performance.
Achieved project deadlines by coordinating with contractors to manage performance.
Scheduled and facilitated meetings between project stakeholders to discuss deliverables, schedules, and conflicts.
Reported regularly to managers on project budget, progress, and technical problems.
Education
Ph.D. - Industrial And Systems Engineering
Rutgers, The State University of New Jersey
New Brunswick, NJ
09.2018 - Current
Master of Applied Science - Systems Design Engineering
University of Waterloo
Waterloo, Ontario, Canada
09.2016 - 08.2018
Bachelor of Science - Industrial Engineering
King Abdulaziz University
Jeddah, Saudi Arabia
09.2007 - 05.2012
Skills
Machine Learning and Data Mining
Automation Management
Digital Transformation
Anomaly Detection, Regression and Classification Algorithms
Statistical Analysis
Project Management
Quality Control and Improvement
Process mapping, design, and reengineering
Languages
Arabic
Native or Bilingual
English
Full Professional
Timeline
Lecturer - Management Information Systems
Rutgers Business School - New Brunswick
09.2022 - Current
Graduate Researcher
Rutgers, The State University Of New Jersey
09.2018 - Current
Teaching Assistant
Rutgers, The State University Of New Jersey
09.2018 - Current
Ph.D. - Industrial And Systems Engineering
Rutgers, The State University of New Jersey
09.2018 - Current
Graduate Research Student
University Of Waterloo
09.2016 - 08.2018
Master of Applied Science - Systems Design Engineering
University of Waterloo
09.2016 - 08.2018
Faculty Member
King Abdulaziz University
07.2014 - 08.2016
Business Consultant
Taaj Building And Technology Standards Est.
07.2014 - Current
Assistant General Manager
Taaj Building And Technology Standards Est.
04.2013 - 07.2014
Project Manager
The National Commercial Bank
07.2012 - 03.2013
Projects Coordinator
The National Commercial Bank
07.2012 - 03.2013
Bachelor of Science - Industrial Engineering
King Abdulaziz University
09.2007 - 05.2012
E-gaming, Soccer
I enjoy playing online games, in fact, I was one of the best players in World of Warcraft on NA-Pagle. I also enjoy watching and playing soccer and I am a fan of Manchester United.
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