💼 Professional experience
- Retail (household appliances) : Churn analysis
- Data warehouse for an interim company Migrate their data infrastructure to the cloud (Azure DataLake). Adapt old reporting to match the new data structure by writing SQL queries.
- Retail (clothing shop) : Churn prediction Study the frequency and habits of visits to create a relevant definition of churn. Based on purchase history, score the clients on their probability to become inactive within a few month with a machine learning model. Technologies : Python (pandas, matplotlib, scikit-learn)
- Retail (restaurant chain) : Analytics for marketing automation Analyse data from they CRM to answer multiple business questions and create recommendations for their marketing service Technologies : Python (data manipulation and analysis)
Analyse the churn of a subscription-based programm through a predictive model, with a high focus on understanding the root causes behind it. Then draw marketing recommendations and targeted actions with the company to help them retain their clients.
Technologies : Python (Polars, Interpret ML)
ION BEAM APPLICATION (IBA)
Intern July - October 2020
- Lead an inovative projet of environmental analysis and ecodesign.
- Develop an Excel tool able to calculate the environmental impact of IBA’s products.
- Use project’s management skills and team work.
🦾 Certifications, trainings
- Data Analysis
- Machine learning and modeling
- Cloud Computing
Software & programming
- Microsoft office: Word, Excel, Powerpoint, Teams
- Programming: Python, Java, C / C++, Matlab, github
- Data science: Python libraries(pandas, scikit-learn, keras), R (beginnerlevel), Databasemanagement and SQL
🎓 Academic credentials
- Specialized Master in Data Science, Big Data Université Libre de Bruxelles (ULB) 2021 - 2022
- Master thesis: “Assessing driver behaviors by analyzing GPS trajectories”
- Grade: grande distinction (magna cum laude)
- Master of Science in Biomedical Engineering École Polytechnique de Bruxelles (ULB) 2019 - 2021
- Projet “team leader”: manage a group of first yearstudentsfor theiryearlyproject
- Grade: distinction (cum laude)
- Bachelor of Science in Engineering École Polytechnique de Bruxelles (ULB) 2016 - 2019
- Grade: distinction (cum laude)s
🇫🇷 French: Native
🇬🇧 English: Fluent (Master studies and experiences in English)
🔐 Proprietary and confidential. 💡 Profile CVs are provided for illustration purposes. ✅ Planning of specific experts will be secured upon formal agreement.