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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
IMS Multimedia Services — VoIP, IPTV & VoLTE Telecommunications · IP Multimedia Subsystem (IMS) · VoIP / VoLTE
Software-Defined Data Center (SDDC) — Design & Implementation Virtualisation · Data-Center Infrastructure
Network Infrastructure Design — Wireless, RF & MPLS Backbone Network Infrastructure · RF Planning · Service-Provider Networks
Engineering Monitoring & Automation Applications (.NET) Desktop Software · Engineering Automation
Embedded Systems, IoT & Industrial Automation Embedded Systems · IoT · Industrial Automation
RFID Library Automation System (ISO 15693) RFID · Wireless Identification · Automation
Solar Energy Systems — Design, Sizing & Deployment Renewable Energy · Power Systems

Full project documentation

USV Systems Integration — Study Notes remain a separate technical resource.

My MSc work on efficient neural networks for vehicle-type classification (VTID2) is summarised on the portfolio. Its code stays 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: PIC, AVR, Arduino, sensors and PLC

Toolbox

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

Illustrated case studies

Browse architecture diagrams, engineering walkthroughs and source galleries for all projects. New illustrations are identified separately from original screenshots and recorded results.

Pinned Loading

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

    Vehicle type classification (motorcycle / car / truck) from NGSIM US-101 trajectories — vehicle-level, leakage-aware ML with scikit-learn. Archived on Zenodo.

    Jupyter Notebook

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

    IMS multimedia services: VoIP with Cisco CUCM/CME on GNS3, IPTV streaming with VLC, VoLTE over LTE/IMS simulated in OPNET, plus a reproducible Kamailio + Asterisk IMS lab with SIPp, DiffServ QoS an…

    Python

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

    Autonomous quadcopter UAV: ArduPilot APM 2.6 flight control, MAVLink telemetry, GPS waypoint navigation, failsafes and 5.8 GHz FPV, with flight-test findings.

    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.

    TypeScript

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

    Study notes on Uncrewed Surface Vehicle (USV) systems integration: navigation, sensor fusion, autopilot, NMEA 2000, radar/ARPA, networks, safety, FAT/SAT.

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

    Software-Defined Data Center implemented on physical hardware: VMware ESXi 5.5, FreeNAS/ZFS over iSCSI, vSwitch networking, and AD, Citrix XenApp, web and Exchange 2013 services.

    PowerShell