Nizam Makdoud
Senior Data Scientist @Betclic Group
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WORK HISTORY
Senior Data Scientist @Betclic Group
Bordeaux, FR
Fraud Data Squad. I lead the Linked Account project, developing a Fraud Ring algorithm that serves as a cornerstone for daily fraud detection, monitoring millions of customer accounts. By maintaining close, collaboration with fraud analysts, I ensure the system remains highly relevant, continuously implementing key enhancements like a graph-based view for more intuitive and actionable insights.Identity Data Squad. I lead Optical Character Recognition (OCR) for identity documents, leveraging Vision-Language Models (VLM) and structured generation techniques. Achieved performance comparable to leading industry-standard external vendors.Safer Gaming Data Squad. I led the developement of an advanced scoring system that enhances daily operational efficiency in safeguarding betclic customers.
EDUCATION
Université Laval
Machine Learning - Deep Learning - Computer Vision
Ecole Nationale Supérieure d'Electricité et de Mécanique (ENSEM)
Master 2 (M2), Ingénierie Contrôle des systèmes, automatique
Coursera
Practical Data Science on the AWS Cloud
Coursera
Machine Learning Engineering for Production (MLOps), Datascience
SKILLS
ABOUT NIZAM MAKDOUD
As an Data Scientist, I strive to create solutions that are not only effective, but also easy to understand. Whether I\'m working on a new predictive model or analyzing data to inform decision-making,Common Data Stack: Data Fetch: Snowflake, DBT, SQLData Science : Python, Scikit-Learning, Common Gradient Boosting LibrariesMLOps and Production : AWS, Sagemaker, Airflow
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