Constance Jacques Email & Phone Number

Vienne, Autriche

Ville De Paris, Île-De-France, France

January - April : Data Scientist Programming languages : Python, C++Library : Tensorflow- Fall Detection by a surgical cockpit thanks to Long Short Term Memory neural networks- Feature importance analysis (positions, speed of the robot etc.) in the binary classification of time windows- Development of the learning model in C++- Gravitational force compensation after fall detection

Montréal, Québec, Canada

March - April : Formal Methods in Artificial Intelligence Programming language : PythonLibrary : Pytorch- Verifying the robustness of FFNN against adversarial examples- Implementation in Python of dense layers' and ReLu activation functions' linear constraints with the use of the NSVerify toolApril - August : Data Science Programming language : PythonLibraries : InterpretML (Explainable Boosting Machine), CatBoost, Fastai, NGBoost and Sklearn- Comparison of EBM and NGBoost performance on Rossman dataset (regression problem)- Comparison of CatBoost and Fastai performance on Crimes in Los Angeles dataset (multiclass classification problem)- Calibration of CatBoost for multiclass classification with CalibratedClassifierCV. Visualization of prediction reliability curves and calculation of the Brier score with the One vs. Rest method

Paris, France

Using RStudio, I analyzed the performance of the services provided by Octopulse. Linear mixed models among others were applied on datasets in order to confirm the results obtained from the graphic tool I created. Position tracking allowed to keep up with websites visibility once SEO optimizations had been realized. As a consequence, I managed to compare the effect of each optimization and understand Google's expectations. With enough data, it would be possible to predict changes in Google's algorithm and estimate the loss or the gain of ranking.

Paris Area, France

As an intern, I participated with 2 others members of the team in a funding proposal of student accommodations. Thanks to the Cash Flow method and the use of 2 scenarios, the Base Case and the Stress Case, we were able to make a graphical analysis based on estimates in earnings and decide whether or not to help fund the project.Moreover, tasks of a more general nature were entrusted to me:• Do market analyses • Researches on commercial real estate in Europe

Paris Area, France

The quantity of products delivered management, inventory management and carrying out inventories require a fluent manipulation of numbers.

Bourgogne, France

Checking pH samples from wines in order to evaluate the amount of acid and the effects of minerals, measuring the sulphur level in the barrels used to clean and avoid moulds and managing to identify a corked wine were my main responsibilities as an intern. Each year, with the wine harvest arrival, being prepared is essentiel:• Assistance and preparation to wine making procedures• Cleaning and disinfection of wine containers

Bac+4, Computer Engineering

Activities and Societies: Bureau of Arts and CultureSorbonne Université is a University of excellence in Science, Philosophy and Medicine.

Computer Engineering

PEIP is a an integrated preparatory cycle at Université Pierre et Marie Curie for students with a scientific baccalauréat. The common.

Chemical Engineering

Activities and Societies: Students BureauÉcole Supérieure de Chimie Organique et Minérale (ESCOM) is a French grande école located.

Education record

Activities and Societies: Ligue de FootballLe lycée français de New York est un établissement scolaire privé, créé en 1935, situé à.

Baccalauréat Scientifique, Mention

Sainte Ursule – Louise de Bettignies est un ensemble scolaire sous tutelle des Ursulines de l’Union Romaine. Etablissement catholique sous.