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Emilienfugier.Net |  Emilienfugier.Net |  Efugier |  E-Fugier Emilien Fugier MACHINE LEARNING ENGINEER AT SANCARE. +33 6 73 30 99 06 | [email protected] | emilienfugier.net | efugier | e-fugier Professional Experience Sancare – Machine learning engineer Paris MACHINE LEARNING AND DATA ENGINEERING - NLP Sep. 2020 - Now • Software architecture and data engineering, refactoring, codebase safety and efficiency improvement. • NLP applied to very specific datasets: medical records in french. Tools : Python, Pytorch, Sklearn, Pandas, PostgreSQL Sancare – Machine learning engineer intern Paris MACHINE LEARNING AND DATA ENGINEERING - NLP Feb. 2020 - Jun. 2020, 6 months • Working remotely during the lockdown, replaced colleagues in partial unemployment on key tasks. • Integration of a near state of the art model (BERT) within existing pipelines for production use. • Explain the predictions. Tools : Python, Pytorch, Sklearn, Pandas, PostgreSQL Ministère des armées – Temporary employee Paris CONCEPTION AND DEVELOPMENT - MACHINE LEARNING Summer 2019, 2 months • Natural Language Processing: turn a document or a corpus into a (visual) network graph for exploration purposes. • Prototyping then integrating in a very restrictive environment. Tools: Java, Javascript, Python, Elasticsearch Deezer & UTC – Part time research Compiègne RECOMMENDER SYSTEMS - MACHINE LEARNING - COLLABORATIVE FILTERING Spring semester 2019 • Review of the state of the art for collaborative filtering: research paper assessment and implementation. • Globally handle local communities: new models. Tools: Python, Pytorch Deezer – Software and data engineer intern, recommendation team Paris MICRO-SERVICES - BIG DATA - BACKEND - TEST DRIVEN DEVELOPMENT - LARGE CODEBASE Aug. 2018 - Feb. 2019, 6 months Worked as an additional member in the team towards various goals on production code. • Brought recommendation data to production and reduced the length of later deployment cycles by factorizing code. • Helped secure the big-data job pipelines by working on a new architecture raising early compile-time error. • Acquisition of recommendation-related knowledge while interacting with the data-scientists. Tools: Scala, Php, Python, Spark, Cassandra, Hadoop, Docker, Kubernetes, Jenkins… Education Université de Technologie de Compiègne – Master’s degree Compiègne MACHINE LEARNING AND OPTIMISATION OF COMPLEX SYSTEMS 2019 - 2020 Learning, optimisation and decision theories. Followed in parallel of my engineering diploma. Université de Technologie de Compiègne – Engineering diploma Compiègne ENGINEERING - COMPUTER & DATA SCIENCES 2017 - 2020 General engineering, specialization in computer science, statistics and decision making branch. • GPA: 5.0/5.0 • Label: Mathematical modeling • Minor: Philosophy, technology and cognition Lycée Champollion – Classes préparatoires aux grandes écoles Grenoble MPSI - MP* 2015 - 2017 Theoretical Mathematics, Physics and Computer Science. École des Pupilles de l’Air – Baccalauréat scientifique spécialité mathématiques Grenoble MENTION TRÈS BIEN – HIGHEST HONOURS 2015 Skills General Machine learning, Software engineering, Full-stack web development, NLP,Recommender systems, Distributed systems Languages Rust, Python, Scala, Javascript, Java, C++, Go, Php, C, R, Ocaml, LATEX. Technologies Git, Docker, Pytorch, Spark, Elasticsearch, Cassandra, SQL, Neo4j, D3js, React, Gephi… Idioms French – Native, English – Fluent AUGUST 31, 2021 EMILIEN FUGIER · RÉSUMÉ 1 Miscellaneous Association Dataventure, promotes datascience and AI. Helped organising conferences, speaker in talks and workshops. • Various CodinGame contests • Google Hash Code 2018 and 2019 Events • Hackathon UTC 2017 and 2018 – special mention of the jury and second place. • Project team (26 people) director • Room-mapping robot swarm • Blockchain state of the art review Projects • Data visualization • Genetic-algorithm-powered neural networks • Visit my website to find out more! • Trying to quench my curiosity by trying new things and crafting stuff with them • Competitive programming Hobbies • Boxing • Warhammer • Gaming in general, either outside, on PC or on tabletop AUGUST 31, 2021 EMILIEN FUGIER · RÉSUMÉ 2.
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