Juliette Valenchon Email & Phone Number

France

Ivry-Sur-Seine, Île-De-France, France

Work on the addition of cameras in IL's products to monitor plant health and growth. - Raspberry Pi camera setup (visible and NIR images)- Data collection- Plant segmentation with deep learning model (UNet)- Plant indexes evolution over time: TGI, NDVI

Issy-Les-Moulineaux, Île-De-France, France

Work on development of features for Withings's devices using machine learning algorithms- Improvement of Valvular Heart Disease prediction on BPM Core- Creation of Vascular Age metric from Pulse Wave Velocity measurement on scales- Exploration on fall risk detection with center of pressure signals on scales- Supervision of an end-of-study internship on segmental body composition via bio impedance analysis- Adaptation of an algorithm to know if watch is worn for new optical… Show more Work on development of features for Withings's devices using machine learning algorithms- Improvement of Valvular Heart Disease prediction on BPM Core- Creation of Vascular Age metric from Pulse Wave Velocity measurement on scales- Exploration on fall risk detection with center of pressure signals on scales- Supervision of an end-of-study internship on segmental body composition via bio impedance analysis- Adaptation of an algorithm to know if watch is worn for new optical sensor - Improvement of step count algorithm on watchesTechnical tasks: literature review, subject definition, data collection and supervision, data visualization, implementation and testing of algorithms, algorithm validation, production launch Show less

Montreal, Quebec, Canada

Master's Thesis under the supervision of Mark Coates in the McGill Computer Networks Research lab (http://networks.ece.mcgill.ca). Research on graph-based machine learning algorithms for predicting disease outcomes. Personal webpage : http://networks.ece.mcgill.ca/node/421Publication of a paper for ICASSP on "Multiple-Graph Recurrent Graph Convolutional Neural Network architectures for predicting disease outcomes" (https://ieeexplore.ieee.org/document/8683433).Master Thesis… Show more Master's Thesis under the supervision of Mark Coates in the McGill Computer Networks Research lab (http://networks.ece.mcgill.ca). Research on graph-based machine learning algorithms for predicting disease outcomes. Personal webpage : http://networks.ece.mcgill.ca/node/421Publication of a paper for ICASSP on "Multiple-Graph Recurrent Graph Convolutional Neural Network architectures for predicting disease outcomes" (https://ieeexplore.ieee.org/document/8683433).Master Thesis available at the following address: http://networks.ece.mcgill.ca/node/423 Show less

Irvine

Research Internship of 10 weeks under the supervision of Pierre Baldi.Polyp detection and localization in colonoscopy images using deep learning. Tasks of classification and regression. Use of Convolutional Neural Networks, data augmentation, initialization with ImageNet. Architectures based on VGG16 and U-Net. Implementation with Python, Tensorflow and Keras.

Shanghai City, China

A four weeks internship in Dxcel International at the end of my first year at ENSTA ParisTech where I had to organize events for two of their three bars and to find agreement datas to fill in Excel documents.

Master'S Degree - Thesis, Electrical And Computer Engineering

Activities and Societies: Actor in a play and a musical with PolyThéâtre 18 credits of courses in the following departments : electrical.

Education record

Activities and Societies: Membre du Bureau des Elèves. Responsable des Relations avec les Entreprises (2016). Participation à la comédie.

Chinese

A one month intensive Chinese lessons at the Beijing Normal University.

Mpsi-Psi*

Two intensive years where I mainly studied Mathematics, Physics and Engineering Science in order to be able to attend a French Engineering.

Scientific Baccalauréat Degree With Highest Honnors