KBC Bank & Insurance Leuven, Belgium 2021 - 2023
Overview#
Developed and deployed machine learning models for banking applications, focusing on Anti-Money Laundering and customer analytics.
Key Achievements#
- AML Models: Developed Anti-Money Laundering models for transaction monitoring and suspicious activity detection
- Customer Analytics: Built ML models for customer analytics, risk assessment, and regulatory compliance
- Big Data Processing: Implemented large-scale data processing pipelines using Spark for distributed model training
- Deep Learning: Developed PyTorch solutions for complex document handling tasks
Technologies#
Python PySpark PyTorch Scikit-learn SQL MLflow Git