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Always Learning
๐Ÿ’ญ
Always Learning

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Hussam1/README.md

Hi, Iโ€™m Hussam ๐Ÿ‘‹, a Data Scientist (forever learning ๐Ÿค“)

In my daily tasks, I provide internal data science consultancy, hence projects performed are diverse and serve different purposes:

Some examples of projects performed:

  • Unsupervised learning Outlier detection data comes from procurment department
  • Detailed EDA combined with statical A/B testing (multiple projects)
  • Process Mining on AML process (Anti money laundry) using it to highlight not compliant portion of the process ๐Ÿ™„
  • Network analysis to decode a very complex project management structure, explaining the interactions of project members in cross brands projects. Used later to identify bottlenecks and updates project's layouts
  • Vehicle Sales value forecast, tested many models however model deployed eventually was XGBoost
  • Document similarity NLP using DeepLearning Neural Network to classify and cluster massive amount of documents. eventually utilized by Auditing department saving them from going through all these documents manually ๐Ÿ˜…

I love good Visualization because: they're fun! ๐Ÿ˜„

๐ŸŒฑ Interested in developing my knowledge in NLP and Reinforcement learning

๐Ÿ“ซ Get in touch with me on LinkedIn.

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  1. customer_churn customer_churn Public template

    Telecom_customer_churn

    Jupyter Notebook

  2. macroeconomic_prediction_final_project macroeconomic_prediction_final_project Public

    Jupyter Notebook

  3. Hurrican_damage_detector_using_ResNet50 Hurrican_damage_detector_using_ResNet50 Public

    Using satellite imagery to detect house damages by utilizing CNN

    Jupyter Notebook 2

  4. introduction_process_mining_using_pm4py introduction_process_mining_using_pm4py Public

    This tutorial meant as an introduction to process mining using PM4PY library in Python

    Jupyter Notebook 5 2

  5. customer_segmentation_with_KMeans customer_segmentation_with_KMeans Public

    The tutorial is meant as an introduction to customer analytics and to show you the power of clustering and segmentation. We'll go through manual clustering at first and then progress to use machineโ€ฆ

    Jupyter Notebook 1

  6. process_mining_financail_service process_mining_financail_service Public

    Jupyter Notebook