Study, Develop & Integrate into an AI SaaS platform a new RNN deep learning model for time-series prediction and AutoML features to help user to use the best model (Python, Tensorflow, Docker)

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Full-Stack Data Scientist | 2020-2021 ! Develop a web app with deep learning model and data visualization for Coronavirus in France and South Korea by data mining with Scrapy, by using Tensorflow, Docker, Airflow, CI/CD to deploy app (app-covid Dashboard) ! Optimize model execution on small AWS CPU by reducing model weight (1Mo to 6Ko) Data Scientist | August 2020 | IPHTAH ! Prepare prediction of peak times at hospital by exploring data, extracting features and visualizing them. (1 month) Data Scientist | 2018-2019 | Projects !Development of an automatic Tagger for StackOverFlow user questions by Keywords extraction " Training NLP model, develop API and web test with Flask in a Docker container for testing on AWS, Azure and Google Cloud ! Model development for French Fake News Detection with a NLP Deep Learning model "Retrieve Data with Scrapy over a lot of online French newspapers "Training and validation of camemBERT model (BERT-like model for classification) ! Optimize a schedule for a Kaggle competition by developing a Genetic Algorithm method and accelerating up to 60 times Python code with library Numba and C++ code ! Classify dogs pictures by Deep Learning CNN neural networks (with VGG-16, ResNet-50, and an original CNN model)

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Data tools developer & Numerical Modeling Leader at PSA Groupe (Stellantis / Peugeot Citroen / French carmaker) - Multiply by 10 the calculation power by creating a multi-cpu multi-host tool in Matlab for all engineers of my department - Standardize engineer tasks by developing a model manager linked with Github to develop with library modules, to launch, to save results and to visualize and post-process for an international team - Divide by 10 the number of real vehicle tests for dimensioning battery & motor by using numerical models on all hybrid projects - Reduce the time to set up vehicle for doing real tests by preparing control laws by simulation for gasoline consumption and drivability - Trainee engineer tutor - Hybrid4 AT: Electrical Plug-in automatic transmission Project - Hybrid Air: Management of modeling team for an innovative project (gas under pressure) - Hybrid Plug-in: Management of an international team - Hybrid 4: Peugeot 3008 Hybrid4 & 508 RXH, Citroën DS5 Hybrid4 - Conventional Diesel 1.6L, 2.0L, 2.2L & Gasoline 1.6L: Air loop control laws simulation

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