🧔🏻 About me
I am a French physicist, a data scientist and a Python enthusiast.
🧑🏻🎓 I just finished a PhD in experimental particle physics at EPFL, working on the data collected by the LHCb detector at CERN between 2016 and 2018 (RunII data). You can find my manuscript here
📈 Check out my projects
Analysis of the Online Retail II dataset provided by the UCI, which contains transactions (including cancellations) carried out by an online retailer (mainly focused on gift items) between 01/12/2009 and 09/12/2011. The project is divided in 4 parts:
- EDA and extraction of the most relevant business insights in the dataset.
- Segmentation the customers into groups according to their purchase patterns and product purchases, and characterise/ quantify the obtained customer personas.
- Customer churn prediction by the end of 2011.
- Calculation of Customer Lifetime Value for each customer.
The notebook and code of the analysis can be found here.