Key accomplishments
I have experience collaborating with prominent banks such as ABN AMRO, ING, Rabobank, Bunq, and Bitvavo in the Netherlands. During my tenure, I successfully implemented and deployed various machine learning models using Python and R, utilizing frameworks like Scikit-learn, Keras/Tensorflow, and Graph-based models. These deployments were carried out in production environments using ML Flow, DataIKU, and Databricks within the KYC/AML/Fraud domain.
My involvement extended to multiple cloud platforms, including AWS, Azure, and Google Cloud, where I adeptly deployed and managed these machine learning models. Additionally, I undertook projects focusing on data engineering for AML models, employing technologies such as SQL, JSON, and PySpark.
Recognizing the significance of privacy, I conducted several DPIA, RSA, and CRA assessments. Furthermore, I engaged in projects dedicated to scrutinizing models for potential bias, ensuring a thorough evaluation of ethical considerations.
Education
-
June 1 2017 - June 1 2018
University of Amsterdam
Master Econometrics (Data science track)
I have passed in master econometrics, major in data science, minor in computer science.
- June 1 2013 - June 1 2016
Experience
-
January 1 2022 - January 1 2024
Bitvavo
Senior Data Scientist/Engineer
-
January 1 2022 - Present
Rabobank
Senior Data Scientist/Engineer
- January 1 2021 - January 1 2022
-
April 1 2019 - Present
RiskQuest
Manager
-
January 1 2019 - January 1 2022
ABN AMRO
(Senior) Data Scientist/Engineer
Portfolio
Languages
Honors & awards
-
2021
Management Board
Board of 4 managers, together responsible for the strategy, staffing and quality assurance of all data science projects.
