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Mahyoub88/README.md

Mohammed Mahyoub

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

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 · LinkedIn · ORCID

Featured work

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

Browse all 19 engineering case studies · Canonical project index

USV Systems Integration — Study Notes is a separate technical learning resource. VTID2 source code remains private during academic assessment.

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