Quentin Macé Email & Phone Number

Paris, FR

Paris, Île-de-France, France

Developement 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.

Genève, Suisse

Work 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

Neuilly-sur-Seine, Île-de-France, France

Creation 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

Neuilly-sur-Seine, Île-de-France, France

Paris 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.

Development 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.

Paris, Île-de-France, France

Design 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

Les Ulis, France

Mathematics examiner for oral tests given to undergraduate students preparing their entrance exam for the french "Grandes Écoles d'ingénieurs".

Gif-sur-Yvette, Île-de-France, France

Teaching mathematics for international undergrads during summer (Algebra, Analysis, Statistics...)

Prediction of Irish electricity hourly demand over a two weeks period using various methods: (RandomForest, KNN, RNN, SARIMAX...)🛠️Python, Pandas, Sklearn, Keras

Master Of Engineering - Meng, Mathematics And Computer Science

CentraleSupélec is one of the top 3 engineering schools in France. It is part of the University of Paris Saclay, top 16 best university in.

Master'S Degree, Mathematics And Computer Science

MVA (Maths, Vision, Learning) High level master's degree focused on machine learning. Classes Taken : - Graphical models - Image denoising.

Digital Tech Year, Computer Science

Digital Tech Year is a selective open innovation training program that enables students to become proficient in various IT technologies.

Preparatory Class

Intensive two year preparation in Math, Physics and Computer science for the competitive entrance exams to the French "Grandes Ecoles" of.

Baccalauréat Scientifique, A+