Mohamed Nasser AbdelhadyAI Engineer | Generative AI & Computer Vision
Location
Menoufia, Egypt
Phone
+201027652773
Email
[email protected]
LinkedIn
www.linkedin.com/in/mohamed-nasser2001
GitHub
https://github.com/MO-NASSER9
Profile

Results-driven Mechatronics Engineer with hands-on expertise in AI, Computer Vision, and Autonomous Systems. Delivered production-ready solutions including a full-stack delivery robot (23-package ROS 2 architecture) and a real-time driver monitoring system achieving 99.8% accuracy — both deployed in real-world environments. Passionate about building intelligent systems at the intersection of robotics and generative AI.

Experience
AI & Data Science Trainee, Digital Egypt Pioneers Initiative (DEPI)
  • •Built 3+ production-grade pipelines spanning GANs, LLMs, and Transformers
  • •Achieved 85%+ accuracy on NLP & Computer Vision tasks across 10K+ training samples
    • 12/2025 – Present
  • •Developing RAG-powered Q&A system with custom attention, processing 8K+ domain documents
    • Al Trainee, Summit Technology Solutions
  • •Built real-time Driver Monitoring System (YOLO + InsightFace + MediaPipe) achieving 99.8% accuracy across 2,000+ test scenarios detecting fatigue, distraction & phone usage
  • •Developed Arabic Sign Language Translator using Autoencoders & CTC decoding — 120+ signs at 30 FPS, 94% accuracy on 5K+ samples
    • 08/2025 – 01/2026
    Education
    B.Sc. in Mechatronics Engineering, Higher Technological Institute (HTI)
  • •- Cumulative Grade: Excellent (GPA: 3.44/​4.0) - Graduation Project: Autonomous Indoor Delivery Robot (Grade: Excellent) - Full details in Projects section
    • 09/2021 – 01/202610th of Ramadan City, Egypt
    Courses
    Machine Learning Specialization, DeepLearning.AI (Coursera), DeepLearning.Al (Coursera)
  • •3-course specialization by Andrew Ng: Supervised/​Unsupervised Learning, Neural Networks, model optimization
    • 08/2024
    HCIA-AI Course, Huawei ICT Academy
  • •AI fundamentals and Deep Learning (TensorFlow)
    • 02/2025
    Artificial Intelligence & Machine Learning Track (NTI)
  • •Python, ML algorithms, Deep Learning (Encoders/​Decoders)
    • 02/2025
    Data Science Training (NTI)
  • •SQL databases, Python data analysis & visualization
    • 08/2024
    PROJECTS
    Autonomous Indoor Delivery Robot (Graduation Project), Full-Stack Logistics Robot with On-board Generative Al:
  • •Architected 23-package ROS 2 system with Nav2 & SLAM — 95% obstacle avoidance across 200+ real-world navigation tests
  • •Built QR-based secure delivery pipeline with Android WebSocket integration, processing 150+ test deliveries
    • 01/2026
  • •Integrated YOLOv8 gesture recognition (92% accuracy) + bilingual voice assistant "Rafiq" (Llama.cpp + Whisper) on Raspberry Pi 4
  • •Deployed Streamlit dashboard tracking 8 real-time KPIs with automated reporting
    • Real-Time Driver Monitoring System (DMS), Real-time Driver Safety & Face Recognition Pipeline:
  • •Fused YOLOv8 + MediaPipe + InsightFace for multi-modal safety detection — 99.8% accuracy across 2,000+ real-world scenarios using PERCLOS, 3D head pose & gaze tracking
  • •Deployed quantized ONNX models achieving 45ms edge latency with 80% false-alert reduction via state-machine logic
    • 08/2025
  • •Built Streamlit fleet dashboard tracking 12 safety metrics with automated PDF/​CSV audit reporting
    • Industrial Predictive Maintenance System, Machine Failure Prediction Engine:
  • •Built two-stage ML pipeline: anomaly detection (98.9%) + root cause classifier (92.8%) using ensemble voting (XGBoost, RF, DT) on 10K+ samples
  • •Engineered 8 physics-based features + applied SMOTE to handle 85% class imbalance — rare fault recall 45% → 78%
    • 02/2025
  • •Deployed Streamlit dashboard processing 500+ batch predictions with automated PDF/​CSV reporting
    • Technical Skills
    AI & Machine Learning

    - Computer Vision, Deep Learning, NLP, Generative AI (LLMs, GANs, Transformers, RAG)

    - Machine Learning, Reinforcement Learning, Prompt Engineering

    Frameworks & Tools

    - Deep Learning: PyTorch, TensorFlow, Keras, Hugging Face

    - Computer Vision: OpenCV, YOLO, MediaPipe, InsightFace

    - Data Science: Scikit-learn, Pandas, NumPy

    - Development: Docker, Git, Linux, Streamlit, Android Studio

    Robotics & Autonomous Systems

    - ROS 2, Nav2, SLAM, Path Planning, Sensor Fusion (EKF)

    Programming & Hardware

    - Languages: Python, C++, C, SQL

    - Embedded: Raspberry Pi, Arduino, Microcontrollers, Sensors (LiDAR, IMU)

    Languages
    Arabic: (Native)
    English: (Very Good)
    German: (Beginner)