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Achievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO

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Mahyoub88/README.md

Mohammed Mahyoub

Senior ITS & Systems Integration Engineer · Senior Service Engineer at VITRONIC Machine Vision, UAE · MSc Artificial Intelligence candidate at UWE Bristol

I bring 14 years of multidisciplinary engineering experience, including over 7 years at VITRONIC Machine Vision in the UAE. I integrate cameras, LiDAR, sensors, control units, networks, databases and backend platforms into reliable intelligent-transportation and traffic-enforcement systems, and I apply machine learning and computer vision to smarter mobility.

Portfolio · Download CV · LinkedIn · ORCID · Bluesky

Career progression: Service Engineer (October 2019–November 2024), then Senior Service Engineer (December 2024–present). MSc Artificial Intelligence is in progress, June 2026–expected May 2028. Arabic: native/bilingual; English: professional working proficiency.

Engineering projects

The same 16 case studies are maintained in the official portfolio.

Project Area
ITS Systems Integration & Traffic Enforcement Support Professional Engineering · Smart Infrastructure
Efficient Neural Network Architectures for Vehicle Type Classification MSc Artificial Intelligence Research · Computer Vision · PyTorch
Vehicle Type Classification Using NGSIM US-101 Machine Learning · Intelligent Transportation Systems
Reconnaissance Robot — RGB-D Mapping & Remote Control Robotics · RGB-D Mapping · Embedded Integration
Autonomous Quadcopter UAV — Flight Control, Telemetry & FPV UAV · Embedded Flight Control · Wireless Telemetry
Software-Defined Networking — Automation & Video Streaming Software-Defined Networking · Network Automation
IMS Multimedia Services — VoIP, IPTV & VoLTE Telecommunications · IP Multimedia Subsystem (IMS) · VoIP / IPTV / VoLTE
Software-Defined Data Center (SDDC) — Design & Implementation Virtualisation · Data-Center Infrastructure
PIC-Based Equipment Room Monitoring & Control System PIC implementation media · Integrated reference design
RFID Library Automation System (ISO 15693) RFID · Wireless Identification · Automation
Solar Energy Systems — Design, Sizing & Deployment Renewable Energy · Power Systems
Industrial Automation & PLC-Based Control Systems Concrete Batching · PC-Based HMI · Modbus RTU · SQL Server
Engineering Operations Suite — Monitoring, Diagnostics & Service Management Two implemented VB.NET applications · Proposed shared-data integration
Wireless Link Planning & RF Engineering Historical wireless implementation · Subsequent RF review
Enterprise Wireless & Network Infrastructure Architecture Network Engineering · Enterprise Infrastructure
Network Infrastructure Design — MPLS Backbone Service-provider Networks · MPLS

The concrete batching control case study documents a PC-based SANY operator HMI, PLC communication over Modbus RTU, separate serial weighing interfaces and shared SQL Server recipe, batch and delivery records. Its engineering record distinguishes saved application settings and archive device-family logs from unresolved CPU and as-built I/O details.

Browse all engineering case studies · Canonical project index

USV Systems Integration — Study Notes is a separate technical learning resource. The VTID2 study is public: repository · DOI 10.5281/zenodo.23524699.

Focus areas

  • ITS systems integration, commissioning, calibration and root-cause analysis
  • Computer vision for intelligent mobility: data quality, leakage-controlled evaluation, efficient CNNs and Grad-CAM
  • Networks and communications: routing and switching, MPLS, wireless/RF, VoIP and IMS
  • Data-center infrastructure: VMware ESXi, iSCSI storage, Active Directory, Citrix XenApp and Exchange
  • Embedded systems and automation: PIC16 peripheral integration, persistent EEPROM storage, AVR, Arduino, sensors and PLC

PIC-Based Equipment Room Monitoring & Control System documents a room-controller reference design for environmental sensing, ventilation, keypad access, local alarms and persistent settings, with preserved original PIC/EEPROM implementation media.

Toolbox

Python · PyTorch · scikit-learn · Pandas · NumPy · Cisco · MikroTik · Ubiquiti · GNS3 · VMware ESXi · VB.NET · mikroC · Proteus · ArduPilot

Pinned Loading

  1. Predicting-Vehicle-Type-Using-NGSIM-US101 Predicting-Vehicle-Type-Using-NGSIM-US101 Public

    Developed and evaluated supervised machine-learning models for classifying motorcycles, passenger cars, and trucks using the NGSIM US-101 traffic trajectory dataset. Models compared: Logistic Regre…

    Jupyter Notebook

  2. ims-voip-iptv-volte-lab ims-voip-iptv-volte-lab Public

    Implemented Cisco CUCM/CME voice services and VLC IPTV, with OPNET analysis of VoLTE/IMS. A separate Kamailio/Asterisk extension provides reproducible QoS and multicast measurements.

    Python

  3. autonomous-quadcopter-uav autonomous-quadcopter-uav Public

    Designed, assembled and flight-tested an autonomous quadcopter with GPS waypoint navigation, MAVLink telemetry to a ground control station, failsafe protection, and a live 5.8 GHz video link for re…

    C++

  4. Mahyoub88.github.io Mahyoub88.github.io Public

    Engineering portfolio of Mohammed Mahyoub — ITS, systems integration and applied AI. Built with React, TypeScript and Vite.

    HTML

  5. usv-systems-integration-notes usv-systems-integration-notes Public

    USV systems-integration study notes with educational diagrams: navigation, sensor fusion, NMEA 2000, communications and fault isolation.

  6. sddc-lab-implementation sddc-lab-implementation Public

    Designed and implemented a working software-defined data center on physical hardware, virtualising compute, storage and networking and hosting directory, cloud-application, web and e-mail services.

    PowerShell