Freelancer profile translated to English.
Back to original languageAbout Elodie
With a background as a data scientist and over five years of experience in the consulting firm LittleBigCode, I have developed in-depth expertise in various areas, including production deployment, pipeline optimization, as well as SQL and advanced data analysis. Building on this experience, I am now transitioning to software development as a software engineer, and I have acquired solid skills in back-end and front-end development, particularly in React, TypeScript, JavaScript, Express, and database management. I am ready to bring an analytical and technical perspective to innovative projects.
French
Native or bilingual
English
Fluent
Spanish
Fluent
Can work on-site
La Rochelle (up to 50km)
Experience
- LITTLEBIGCODEDATA SCIENTISTSeptember 2020 - July 2024 (3 years and 10 months)Paris, FranceData Scientist and Manager Consultant and Technical animation of the communityClient missions: Intermarché (2 months), Orano (7 months), Sanofi (2 months), Axa Climate (1 year), L'Equipe (1 year), L'Oréal (2 months)
- Novaways,SOFTWARE ENGINEERMarch 2020 - May 2020 (2 months)Paris, FranceCreation of a statistics page for visitors of the mon-entreprise.fr websiteJavascript, TypeScript, React, Github
- Carrefour - AUTRESData Scientist in the team responsible for personalization and recommendation algorithms for E-commerceE-COMMERCEApril 2019 - February 2020 (11 months)Paris, France- Identification of factors in the food transition impacting customer behavior (organic, fair trade...)- Improvement of a Deep Learning model in TensorFlow for a purchase recommendation system- Industrialization and automation of the model via Airflow- Implementation of the APriori algorithm for defining complementary product families.\\
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Education
- Engineering degree, Optimization and Data Sciences trackENSTA Paris2019Etudes de sujets variés liés aux données et à l'optimisation : Recherche opérationnelle, Optimisation des grands systèmes et méthodes proximales, méta-heuristiques,.. - Projet en C++ d'équilibrage de stations de Vélib en optimisant les trajets de remorques de capacité différentes. Implémentation d'algorithmes de recuit et de voisinage. - Projet en Matlab de suivi d'un visage sur une succession d'images en utilisant un filtrage bayésien - Projet en Python d'extraction et d'analyse des commentaires clients sur différentes plateformes pour permettre aux marques d'avoir un retour sur leurs produits, les prix et les éventuels problèmes de packaging.}
Certifications
- Azure Data Scientist AssociateAzure2024
- Neo4J Graph Data ScienceNeo4J2023