Hi I'm Quentin.I am currently a master student at CentraleSupélec, one of the top French Engineering Schools. I've been interested in Computer Science for quite a few years now and have always been looking forward to improving my skills. That is why I am now working as an intern Data Scientist @ParisDigitalLab, a cutting edge tech education program where we work for various companies.I also feel truly concerned about the environnement and I have firm belief that technology has a tremendous role to play against climate change.I am now looking for an internship starting from mid-february.
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Data ScientistIlluin TechnologyParis, Fr
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Ai Research AssistantInria May 2024 - PresentParis, Île-De-France, FranceDevelopement of new Few shot learning classification algorithms that can be robust to statistical outliers present in the data.More precisely my role consisted in finding and implementing new optimisation objectives and algorithms that could handle outliers in both the labelled data and the unlabelled data. Our algorithms achieve competitive results with current state of the art Few shot learning algorithms while being more robust than them.Tech : Python, Pytorch -
Ai Research InternMathis Laboratory Of Adaptive Motor Control Mar 2023 - Sep 2023Genève, SuisseWork on DeepLabCut, an easy to use and performant pose estimation software widely used for behavioral neurosciences.My main tasks were :- Making a transition from a Tensorflow to a Pytorch backend- Implementing more recent pose estimation models (both bottom-up and top-down approaches)- Writing a methods paper about DeepLabCut's new workflow/capabilites -
Project 3 : Fullstack Developer For The French Ministry Of FinancesParis Digital Lab Dec 2022 - Feb 2023Neuilly-Sur-Seine, Île-De-France, FranceCreation and improvement of tools to plan meetings and book rooms. Involving an open source teleconference software called jitsi-magnify, API for the room terminals and the developement of an entirely new web application to manage rooms.Tech : React, React Native, Django, PostgreSQL, Keycloak -
Data Scientist & Software EngineerParis Digital Lab Sep 2022 - Feb 2023Neuilly-Sur-Seine, Île-De-France, FranceParis Digital Lab is a selective open innovation training device to enable student to become proficient in various technologies through the realisation of real-world projects, using scrum methodology. It's based on the philosophy learning by doing.Development of 3 minimal viable products in 7 weeks each for real-world businesses.
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Project 2 : Emotion Recognition Through Audio And Video For Illuin Technology & IwipsParis Digital Lab Oct 2022 - Jan 2023Development of a self-coaching solution for candidates to improve their dynamism and overall positivity during pitchs.The developed models used both Audio and Video analysis with techniques such as : CNNs, Transformers, Google Speech to Text and standard ML models.A peculiar attention was brought to the subject of computation time since our models had to run in near real time.Tech 🛠️ : PyTorch, Wav2Vec 2.0, Pandas, Sklearn, Streamlit
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Project 1 : Predictive Maintenance For StellantisParis Digital Lab Sep 2022 - Nov 2022Paris, Île-De-France, FranceDesign and development of various ML (SVMs, Decisions trees, xgboost...) and Deep Learning solutions to predict electric car battery faillures based on precomputed KPIs. In a second place, a time series approach to the problem was implemented based on RNN/LSTM/GRU cells.Tech 🛠️ : Sklearn, PyTorch, RAY, Pandas, Streamlit
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Mathematics ExaminerMinistère De L'Éducation Nationale, De La Jeunesse Et Des Sports Sep 2021 - Jun 2022Les Ulis, FranceMathematics examiner for oral tests given to undergraduate students preparing their entrance exam for the french "Grandes Écoles d'ingénieurs". -
Mathematics TeacherCentralesupélec Jul 2021 - Aug 2021Gif-Sur-Yvette, Île-De-France, FranceTeaching mathematics for international undergrads during summer (Algebra, Analysis, Statistics...) -
School Project : Prediction Of Electricity Demands At National ScaleCentralesupélec Apr 2021 - Jun 2021Prediction of Irish electricity hourly demand over a two weeks period using various methods : (RandomForest, KNN, RNN, SARIMAX...)🛠️Python, Pandas, Sklearn, Keras
Quentin Macé Education Details
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Mathematics And Computer Science
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Mathematics And Computer Science -
Computer Science
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Preparatory Class
Frequently Asked Questions about Quentin Macé
What company does Quentin Macé work for?
Quentin Macé works for Illuin Technology
What is Quentin Macé's role at the current company?
Quentin Macé's current role is Data Scientist.
What schools did Quentin Macé attend?
Quentin Macé attended Centralesupélec, École Normale Supérieure Paris-Saclay, Centralesupélec, Lycée Hoche, Saint Pierre Institut.
Who are Quentin Macé's colleagues?
Quentin Macé's colleagues are Max Conti, Arnaud Clauss, Antoine Edy, Pierre Ollivier, Yosr Jelassi, Olivier Lapabe-Goastat, Mehdi Soltani.
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Quentin MACÉ
Ingénieur Hardware Intégrité Du Signal, Intégrité De Puissance Et Cem/Tempest Chez ThalesCholet -
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