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Ayoub Ben Chaliah's work experience begins in 2019 when they worked as a Data Engineer at Multiply LABS. In this role, they designed and developed infrastructure for data integration and AI applications, created a statistical framework for efficiency measurement, performed time series analysis and forecasting, and conducted hypothesis testing and discriminant analysis.

In 2022, Ayoub joined ClaireChains as a Security Engineer. Here, they conducted blackbox/gray pentests to assess clients' infrastructure, identified vulnerabilities based on OWASP Top 10 and SANS 25, and contributed to the development of security operations policies.

Currently, Ayoub is working at idatase GmbH as a Lead Data Scientist & Co-Founder. Ayoub'sresponsibilities include designing and developing a graph-based REST API for creating digital twins in IoT networks, implementing parallelism and object relational mapping in Python, and managing ontologies.

Ayoub Ben Chaliah has pursued their education in the field of Statistics and Data Engineering at ENSAI, where they are currently completing their Engineer's degree. Prior to this, they attended the Institut Emmanuel d'Alzon for their Classes préparatoires aux grandes écoles (CPGE) in Computational and Applied Mathematics. The specific start and end years for both educational experiences are not provided.