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yazan-95/README.md

Hi, I'm Yazan Sirriyeh 👋

AI/ML Engineer focused on building practical machine-learning systems and AI-powered applications.

About Me

I build end-to-end AI and machine-learning projects, with a focus on turning data and models into practical applications and decision-support systems.

My work spans machine learning, computer vision, AI applications, backend APIs, and data-driven systems.

Technical Focus

Machine Learning

  • Python
  • Machine Learning
  • LightGBM
  • scikit-learn
  • Feature Engineering
  • Quantile Forecasting
  • Model Validation

AI & Computer Vision

  • Computer Vision
  • CNNs
  • OpenCV
  • Deep Learning

Backend & Application Development

  • FastAPI
  • Flask
  • Django
  • React
  • SQL

Cloud & Tools

  • Microsoft Azure
  • Git / GitHub
  • Jupyter
  • PyCharm

Featured Projects

🛒 Retail Demand Forecasting & Decision Optimization

Production-oriented retail AI system combining quantile demand forecasting, scenario analysis, price elasticity, price optimization, and risk-aware profit analysis.

📄 AI CV Analyzer

AI-powered CV analysis and matching application built with React and FastAPI, providing CV analysis, match scoring, and actionable insights.

📱 AI Smartphone Advisor

AI-powered smartphone recommendation system combining recommendation logic, explainability, and 3D product visualization.

👁️ Face Emotion Expression Recognition

CNN-based computer vision project for facial emotion recognition with real-time detection using OpenCV.

Career Focus

AI / ML Engineer · Machine Learning Engineer · AI Developer · Computer Vision Engineer

📍 Jordan

Pinned Loading

  1. retail-demand-forecasting retail-demand-forecasting Public

    Production-oriented retail demand forecasting and decision optimization system using LightGBM quantile forecasting, price elasticity, scenario analysis, and profit optimization.

    Jupyter Notebook

  2. AI_CV_Analyzer AI_CV_Analyzer Public

    AI-powered CV analyzer with match scoring and actionable insights, built with React and FastAPI.

    JavaScript 1

  3. AI-Smartphone-Advisor AI-Smartphone-Advisor Public

    AI-powered smartphone recommendation system with explainability and 3D visualization.

    JavaScript

  4. Face-Emotion-Expression-Recognition-CNN Face-Emotion-Expression-Recognition-CNN Public

    CNN-based facial emotion recognition system with real-time detection using OpenCV.

    Jupyter Notebook