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3bdulah/README.md
Abdullah Al-Shobaki — Artificial Intelligence Engineer AI engineering focus areas

Portfolio  ·  LinkedIn  ·  GitHub

whoami

const abdullah = {
  role: "AI Engineer",
  location: "Riyadh, Saudi Arabia",
  degree: "B.Eng. Artificial Intelligence Engineering",
  focus: [
    "Machine Learning",
    "Computer Vision",
    "Multimodal AI",
    "Arabic NLP & LLM Applications",
  ],
  code: ["Python", "Swift", "SQL", "C++"],
  tools: [
    "PyTorch", "scikit-learn", "TensorFlow",
    "OpenCV", "Transformers", "YOLO",
    "FastAPI", "Flask", "Docker", "MLflow",
  ],
  interests: ["Model Evaluation", "Explainable AI", "Applied Research"],
};

Selected builds

Simulation-based traffic control combining vehicle detection and tracking, adaptive signal timing, emergency-vehicle priority, and a real-time dashboard.

Stack: Python · YOLOv11 · SUMO · CARLA · FastAPI · WebSockets

A CARLA-based research project exploring camera and LiDAR inputs for driving decisions, with visual explanations and feature attribution.

Stack: Python · CARLA · YOLOv5 · LiDAR · Grad-CAM · SHAP

An Arabic grammar analysis tool for sentence i'rab, with practice quizzes and a random-sentence feature. Selected from more than 200 ideas for the Allam Challenge 2024.

Stack: Python · Flask · ALLaM · IBM watsonx · Prompt Engineering

A smart-stadium AI concept combining crowd-density analysis, player pose and fatigue insights, and an Arabic fan-assistance chatbot.

Stack: Python · YOLOv8 · MediaPipe · OpenCV · NLP

An AI-assisted family grocery app concept with receipt OCR, shared lists, expiry tracking, voice input, and meal suggestions. The public repository contains documentation, not the full source code.

Stack: Swift · SwiftUI · VisionKit · Core ML · CloudKit · Gemini

An end-to-end ML workflow covering model comparison, experiment tracking, explainability, drift-monitoring experiments, and API serving.

Stack: Python · scikit-learn · MLflow · SHAP · FastAPI · Docker

Projects include prototypes and simulations; see each repository for its scope, evaluation, and limitations.

The toolbox

Languages & development
Python, C++, Swift, PostgreSQL, Git, GitHub

Machine learning & computer vision
PyTorch, TensorFlow, OpenCV, scikit-learn

APIs, apps & infrastructure
FastAPI, Flask, Docker, AWS, Azure, Supabase

AI & data stack

Hugging Face, PyTorch, TensorFlow, OpenCV, scikit-learn, AWS, Azure, Docker, Terraform, PostgreSQL

YOLO computer vision MLflow experiment tracking SHAP explainable AI IBM watsonx generative AI

Pinned Loading

  1. ai-traffic-management-system ai-traffic-management-system Public

    AI-based traffic management platform — YOLOv11 perception, SUMO simulation, adaptive signal control, and real-time dashboard. Bahçeşehir University capstone.

    Python

  2. telco-churn-mlops telco-churn-mlops Public

    🔮 Real-time Telco Customer Churn Prediction & Proactive Retention — AIN-3009 MLOps Term Project (Bahçeşehir University). XGBoost · SHAP · Hyperopt · MLflow · FastAPI · Streamlit · Azure ML.

    Jupyter Notebook

  3. explainable-ai-autonomous-vehicles explainable-ai-autonomous-vehicles Public

    Explainable AI system for autonomous driving in CARLA using YOLOv5, Grad-CAM, and SHAP.

    Jupyter Notebook

  4. Thalaja Thalaja Public

    Thalaja | ثلاجة — AI-powered shared grocery list app for families, built during the Apple AI Foundation Program at Apple Developer Academy | TUWAIQ.

  5. marsad-ai-league marsad-ai-league Public

    AI-powered Smart Stadium platform for crowd safety, fan experience, and performance analytics – AI League Hackathon (Tuwaiq Academy + SCAI).

    Python

  6. Wadeh-Project Wadeh-Project Public

    AI-powered Arabic grammar analysis tool using "ALLaM" model on IBM Watsonx, part of the Allam Challenge 2024.

    Python 5