💼 Professional experience
Agilytic
Senior Data Scientist Since 2019 Banking
Elaboration and deployment of several scoring models for marketing purpose. Improvement of the existing development framework.
Retail
- Development of a cross-sell scoring based on clients’ purchasing profiles
Insurance
- Data extraction and transformation using SQL (Cloudera Hadoop and Teradata DB)
- Building data pipelines in SAS: integration of sources + ETL in SAS Enterprise Guide, scheduling pipelines on prod server in SAS Data Integration Studio + SAS Management Console
- Creation of data models for visualization and reporting
Health Insurance
- Multi-channel data integration (client data, geospatial data, digital data…): combining cloud storage and internal databases
- Web data extraction (API)
- ETL: business data analyses
- Data flow automation (data refreshing)
- Data visualization and reporting
- Predictive modelling to optimize Customer Value through cross-sell
Technologies: Python for data processing (ETL), unsupervised & supervised modelling. Google Big Query for data storage and extraction. Tableau for visualization.
Telecom / Technical Services
- Data modelling and integration in DWH
- Data flow automation
- Development of dashboards to follow-up on several KPI’s
- Assistance in creating roadmap for further BI reporting
Technologies: Python for data processing. AWS Redshift and SQL for data storage and extraction, Power BI for visualization
Real Estate: development of a valuation tool using machine learning techniques
Katholieke Universiteit Leuven
PhD student & Teaching Assistant, 2013-2018
- Data analysis & visualization, advanced statistics & machine learning
🦾 Certifications, trainings
Methodologies
- Data Integration (ETL) & Modelling
- Data Warehouse & Cloud storage
- Data flow automation & scheduling
- Supervised machine learning
- Clustering & segmentation
- Hierarchical Modeling
- Data Visualization & Dashboarding
Software & programming
- Python
- SQL
- Google Big Query
- AWS Redshift
- Tableau Certified
- Power BI
- Git
- Jenkins
- KNIME
- SAS basics
- R
🎓 Academic credentials
- Doctor of Psychology (PhD), Cognitive Neuroscience Faculty of Psychology, KULeuven, 2018
- MSc in Psychology, Theory and Research KULeuven, 2013
- BSc + MSc in Clinical Psychology KULeuven, 2012
🇺🇳 Languages
🇳🇱 Dutch: native
🇬🇧 English: fluent
🇫🇷 French: professional working proficiency
🔐 Proprietary and confidential. 💡 Profile CVs are provided for illustration purposes. ✅ Planning of specific experts will be secured upon formal agreement.