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Estelle L. began their work experience as an intern at France Hélices in 2013, where they developed an animation to measure and visualize the tilt of boat hulls and blades using VBA on Excel. In 2014, they interned at Amadeus IT Group in the Hotel Shopper team. Estelle then became the team leader of Map'Us at Square-IT-services from 2014 to 2015. Estelle joined Amazon as a Web Developer Intern in 2015 and later worked as a Front-end Developer Engineer and a Web Development Engineer from 2015 to 2020. During their time at Amazon, they developed CMS and A/B testing solutions, maintained and developed the frontend of CMS internal applications, set up and advised A/B testing solutions, and created a solution to consult A/B testing results. Estelle L. is currently an experienced front-end developer at Back Market, starting in September 2020.

Estelle L.'s education history includes a period from 2009 to 2012 at Lycée Massena in Nice, where they studied "Physique et sciences industrielles." Estelle then attended ECE, an Engineering School, from 2012 to 2015, where they obtained a Master's degree in Engineering with a specialization in Information Systems & Networks in the international section. In 2013, Estelle briefly attended Concordia University, although no specific degree or field of study is mentioned for this period.