hussam1/pm4py-core

Public repository for the PM4Py (Process Mining for Python) project.

Hi, I’m Hussam 👋, a Data Scientist (forever learning 🤓)

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 🙄
• 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 😅

I love good Visualization because: they're fun! 😄

🌱 Interested in developing my knowledge in NLP and Reinforcement learning

📫 Get in touch with me on LinkedIn.