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Ismail Machraoui has a diverse work experience spanning multiple industries. Ismail'smost recent role is as a Lead AI Engineer at QUANT AI Lab, which they started in July 2022. Prior to this, they worked at Deloitte from January 2019 to June 2022, where they held the position of Manager Data Scientist. Ismail was also employed as a Data Scientist at Wide Agency from May 2017 to December 2018. In 2016, Ismail worked as a Data Scientist Trainee at arvato France. Before transitioning into the field of data science, they held the role of Front-Office IT Expert & Release Manager at Softeam Cadextan / BNP Paribas CIB from September 2013 to August 2015. Ismail started their career in the technology industry as a Full Stack Engineer at eBusiness Information from September 2008 to August 2013.

Ismail Machraoui completed their Master's degree (M.Sc) in Data Science at ENSAE Paris from 2015 to 2016. Ismail then took online lessons (MOOC) on Big Data Spark through edX from 2016 to 2017. Prior to that, they pursued a M.Sc. (Diplôme d'ingénieur) in Architecture of Information Systems from 2003 to 2008 at the Institut national des Sciences appliquées de Rouen.

In addition to their education, Ismail obtained certifications in AWS cloud practitioner from Amazon Web Services (AWS) in April 2021 and SCJP 6 from Sun Microsystems in November 2008.