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Hypatchia/README.md

Hi there, I'm Samia BELHADDAD! 👋

I'm a Machine Learning Engineer

2023 Graduate in Applied Mathematics: Applied Statistics & Data Science

hypatchia

🌟 About Me:

+ 3 years of building Machine Learning, Deep Learning & Computer Vision Models.

python tensorflow samiabelhaddad django azure numpy Docker git vscode jupyter pytorch opencv r c html css javascript github MLOps

Your GitHub stats

💻 What I do:

  • Develop cutting-edge Machine Learning and Deep earning models.
  • Implement Computer Vision and Image Processing Projects.
  • Build Generative AI Models: GANs, AE, PALM
  • Build powerful web apps with Django & Streamlit to bring data-driven solutions to life.
  • Deploy solutions on Microsoft Azure for scalability and performance.
  • Automate workflows with GitHub Actions
  • Track Machine Learning Experiments using MLFLOW
  • Build Production Ready ML Pipelines on Azure Machine Learnng Services

💻 Building:

  • Programming Languages: Python, R, C
  • Machine Learning: Keras-TensorFlow,scikit-learn PyTorch
  • ML Cloud Platforms: Azure ML Services - Azure Computer Vision.
  • Backend Development: Django, HTML, CSS, JavaScript
  • Data Manipulation: pandas, NumPy, Scipy
  • Data Visualization: Matplotlib, Seaborn, Plotly
  • Version Control: Git, GitHub
  • Deployment: Microsoft Azure Web App Services, Streamlit, mlflow
  • Tools: Docker, git, vscode, Jupyter,

💻 Projects:

Predictive Maintenance: Computer Vision, Deep & Machine Learning

Project Details
Computer Vision Based Defect Assessment https://github.com/Hypatchia/DefectAssessment-ComputerVision-KerasTensorflow
Visual Quality Inspection using Deep Learning https://github.com/Hypatchia/QualityInspection-ComputerVision-KerasTensorflow
Industrial Machine Failures Analysis and Prediction https://github.com/Hypatchia/PredictiveMaintenance-MachineLearning-AzureML

Predictive Analytics: Machine Learning

Project Details
Premium Purchase Analysis and Prediction https://github.com/Hypatchia/PremiumEnrollement-MachineLearning-ScikitLearn-Streamlit
Customer Satisfaction Analysis and Prediction https://github.com/Hypatchia/ClientSatisfaction-MachineLearning-Scikitlearn-Streamlit

Generative Models: Images

Project Details
AutoEncoder Based Image Denoising for Quality Enhancement https://github.com/Hypatchia/ImageDenoising-GenAI-AutoEncoders
Imbalanced Dataset Augmentation using GANs https://github.com/Hypatchia/DatasetAugmentation-GenerativeNetworks-KerasTensorflow
AutoEncoders for Image Compression and Reconstruction https://github.com/Hypatchia/AutoEncodersPlayground

🌐 Portfolio:

You can Message me Directly on LinkedIn:

Samia-BELHADDAD

📫 Or Reach Out at:

samiamagbelhaddad@gmail.com

Don't forget to Connect with me on LinkedIn and Say Hi 🚀

Pinned Loading

  1. DatasetAugmentation-GenerativeNetworks-KerasTensorflow DatasetAugmentation-GenerativeNetworks-KerasTensorflow Public

    Jupyter Notebook

  2. PredictiveMaintenance-MachineLearning-AzureML PredictiveMaintenance-MachineLearning-AzureML Public

    Python

  3. DefectAssessment-ComputerVision-KerasTensorflow DefectAssessment-ComputerVision-KerasTensorflow Public

    Jupyter Notebook

  4. DefectAssessment-Images-Django DefectAssessment-Images-Django Public

    Python 2

  5. ImageDenoising-GenAI-AutoEncoders ImageDenoising-GenAI-AutoEncoders Public

    Python 1

  6. QualityInspection-ComputerVision-KerasTensorflow QualityInspection-ComputerVision-KerasTensorflow Public

    Jupyter Notebook