CV

PhD in Computer Science

• Supervisor: Abdellah Chehri.
• Research subject: Enhancing UAV Cybersecurity using Edge AI.

Master of Applied Science in Electrical & Computer Engineering

• Supervisor: Claude D'Amours.
• Thesis: Permutation Spreading Technique Employing Spatial Modulation for MIMO-CDMA Systems.

Bachelor of Applied Science in Electrical Engineering

PhD Researcher

• Conduct literature review of state of art cybersecurity techniques used for Unmanned Aerial Vehicles (UAVs).
• Conduct in-depth analysis of RF signal datasets to identify potential fingerprints.
• Analyze the temporal behavior of RF signal datasets to uncover patterns and trends over time.
• Apply time series analysis techniques to study the time-dependent characteristics of signals.
• Incorporate time-related features into machine learning models for improved prediction accuracy.
• Proficiently code in Python to automate data analysis processes.
• Designed and execute research experiments using rigorous methodologies.
• Utilize machine learning algorithms for pattern recognition and anomaly detection.
• Document research findings and procedures in an electronic notebook.
• Create effective data visualizations to communicate research findings.
• Present regular oral and written reports to research supervisor and team members.

Regional Technical Manager

• Manage the performance of team members on an on-going basis.
• Provide strong leadership and guidance to the team by actively participating in onsite repair and troubleshooting for critical equipment, such as UPS, STS, ATS.
• Manage multiple projects concurrently, ensuring on-time and on-budget project delivery, achieving 100% project completion rate.
• Serve as the primary technical and operational escalation point for both customers and team members, ensuring quick issue resolution and a 95% customer satisfaction rate.
• Oversee change management processes, including the review and approval of all Method of Procedures (MOPs), contributing to a First-Time Fix Rate above 90%.
• Identify, select, and develop talent, resulting in 90% of team members' skills and certifications level.
• Ensure a safe work environment for all team members.
• Evaluate team performance, providing constructive feedback to improve skills and increase productivity.
• Monitor and analyze business performance, identifying areas of improvement and implementing necessary adjustments, leading to 10% reduction in operational costs.
• Maintain positive customer relations by addressing issues proactively and implementing successful corrective actions, resulting in 10% increase in customer retention.
• Contribute to the sales company's service strategic plan and aligning service operations with business objectives.

Research Assistant

• Performed research on Intrusion Detection Systems in Automotive Ethernet Networks.
• Published research paper, showcasing findings and advancements in the field of automotive network security.

Data Scientist Intern

• Enhanced the ranking algorithm through the implementation of advanced semantic search techniques (GPT-3 model and BERT). Resulted in improved accuracy and efficiency in information retrieval.
• Optimized processing speed by incorporating distributed and parallel computing methodologies.
• Collaborated with cross-functional teams to integrate these improvements seamlessly into the production environment.
• Documented and communicated algorithmic enhancements, ensuring knowledge transfer.

Junior Electrical Engineer

• Developed detailed one-line diagrams, schematics, wiring diagrams, and specifications, ensuring compliance with the Canadian Electrical Code.
• Conducted complete reviews of project documentation, guaranteeing alignment with industry standards.
• Attended meetings and delivered presentations to senior managers and clients, effectively communicating project updates and findings.

Service Engineer

• Participated in the completion and management of a Tier 4 Datacenter project for Saudi Arabia Telecom Company.
• Performed commissioning, troubleshooting, preventive and curative maintenance of all APC products.
• Provided on-call and on-site technical customer support, ensuring timely issue resolution and client satisfaction.
• Developed troubleshooting documents of APC products, enhancing support efficiency.
• Designed and conducted training sessions for Schneider’s customers.

Maintenance Unti Manager

• Initiated and managed the newly formed electrical maintenance unit, overseeing all aspects of team performance.
• Developed and implemented a comprehensive onboarding process for new team members.
• Implemented performance metrics and quality control measures, resulting in improvement in overall maintenance efficiency.
• Collaborated closely with the manufacturer (Hitachi Rail Italy) to schedule and conduct road tests on newly received trains, ensuring optimal performance and safety standards.
• Analyzed and documented the results of performance tests.
• Coordinated with the manufacturer's warranty team, to address ongoing issues and facilitate knowledge transfer to the maintenance team.
• Acted as a liaison between the manufacturer and the maintenance team, facilitating the exchange of information and problem-solving.
• Played a pivotal role in resolving warranty-related matters promptly.
• Designed and delivered comprehensive training sessions for the electrical maintenance team, focusing on technical skills, safety protocols, and equipment-specific knowledge.
• Established and enforced best practices in safety, legality, and service quality, ensuring compliance with industry standards.

Teacher (part-time)

• Prepared and gave lectures.
• Conducted laboratories and study groups.
• Marked assignments and tests.
• List of Courses:
• Power distribution.
• Semiconductor.
• Circuit theory.

Teaching Assistant

• Conducted laboratories and study groups.
• Assisted professors with lecture preparation.
• Marked assignments and tests.
• List of classes:
• Introduction to computer networks (Summer 2017, Winter 2017, Winter 2016, Summer 2015);
• Applied electromagnetism (Fall 2016).
• Electronics (Fall 2016).
• Circuit theory (Fall 2016, Fall 2015).
• Computer architecture (Fall 2015).