Guillaume Boeckx

💼 Professional experience

Agilytic

• Retail (household appliances) : Churn 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)

• 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)

ION BEAM APPLICATION (IBA)

• 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

Methodologies

• 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

🇺🇳 Languages