Experience

ERS - Ecosystem Restoration Standard

• France
• Environmental Services
• 1 - 100 Employee

• Machine Learning Engineer

  • Mar 2022 - Present

  Ecosystem Restoration Standard - Certification qualitative et quantitative de projets de reboisement par l’utilisation de données satellitaires. • Ingénieur ML - Développement de modèles de Deep Learning, ainsi que de l’infrastructure et des bases de données nécessaires à leur entraînement et fonctionnement. Développement d’APIs et de librairies internes. • Tech Lead - Encadrement technique de l’équipe data, mise en place des bonnes pratiques de code et de la méthodologie Scrum. • Workflows - Mise en place de pipelines de données et d’ordonnancement, permettant l’automatisation de tâches. Utilisation entre autres d’Airflow et de GCP Workflows. • Cloud - Utilisation de GCP. Structuration de la plateforme en Infrastructure as code, organisation des repos de code pour la gestion des ressources et des capacités cloud. • CI/CD - Développement de pipelines de CI, de tests unitaires et d’intégrations, mise en place de pre-commit (formatage, linting, etc). Show less



Freelance

• Formation et Mentorat

  • Feb 2020 - Present

  Formation, mentorat et encadrement technique tout au long de mon travail. • Formateur Orsys - Formateur agréé Orsys, animation de formations de plusieurs jours en développement Python et en Data Science, à des groupes allant jusqu’à 8 personnes. • Mentor OpenClassroom - Encadrement et suivi d’étudiants inscrits sur un parcours d’apprentissage d’Ingénieur IA. Formation, mentorat et encadrement technique tout au long de mon travail. • Formateur Orsys - Formateur agréé Orsys, animation de formations de plusieurs jours en développement Python et en Data Science, à des groupes allant jusqu’à 8 personnes. • Mentor OpenClassroom - Encadrement et suivi d’étudiants inscrits sur un parcours d’apprentissage d’Ingénieur IA.



BIAL-X

• France
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Engineer

  • Mar 2020 - Mar 2022

  • Merck client: - Development of a Chatbot using the open-source framework Rasa - Application of the chatbot in ontology querying using natural language - Production implementation in an AWS environment via CI/CD • Client Merck: - Implementation of a PLS regression model in the context of predicting biomass data from permittivity spectra. - After bibliographic research, proposal and implementation of a set model linking PLS regression and the XGBoost model. • ClientMyjugaad: - Design of a system for estimating the volume and weight of furniture from photos of parts. - Selection and training of a model to detect different furniture. - Deployment of the predictive model via a REST API. - Complete project: prediction, web demonstrator, and production with industrialization tools like TFServe, Celery, etc. • Merck client: - Scouting of different Machine Learning and Deep Learning techniques to predict a chromatography result. (XGBoost, CatBoost, LSTM, SGDRegressor, Neural Network, Manifold Learning) • Internal: - Set up the foundations of an AutoML pipeline for producing predictive models from tabular data. • Training - As an Orsys certified trainer, I give courses over several days to groups on programming, statistics and Machine Learning. • Technologies -Python, Tensorflow, SK-Learn, Keras-Tuner, FastAPI, TFServe Show less



MyFit Solutions

• France
• Software Development
• 1 - 100 Employee

• Deep Learning and iOS Swift Internship

  • Sep 2018 - Jan 2019

  - Realization of an iOS application using augmented reality, allowing 3D scanning of parts of the human body. - Search for solutions, creation of a dataset and a pipeline to drive a deep convolutional network for the detection and localization of body parts. - Integration of the trained network into the application. - Realization of an iOS application using augmented reality, allowing 3D scanning of parts of the human body. - Search for solutions, creation of a dataset and a pipeline to drive a deep convolutional network for the detection and localization of body parts. - Integration of the trained network into the application.



Sopra Steria

• France
• IT Services and IT Consulting
• 700 & Above Employee

• Software Developper Intern

  • Sep 2017 - Jan 2018

  Integration to a TMA team for the customer CNAF - Development of evolutions and patches of the tele-procedures of the CNAF web portal - Participation in upgradeable versions: costing, development, qualification, delivery - Production log tracking - Consulting, a source of proposals for clients on their internal issues Acquired skills: - Techniques: Java, Javascript, html, sql, Struts - Realization of developments, and acquisition of good practices/processes Integration to a TMA team for the customer CNAF - Development of evolutions and patches of the tele-procedures of the CNAF web portal - Participation in upgradeable versions: costing, development, qualification, delivery - Production log tracking - Consulting, a source of proposals for clients on their internal issues Acquired skills: - Techniques: Java, Javascript, html, sql, Struts - Realization of developments, and acquisition of good practices/processes



Startup

• Freelance Web Developper

  • Feb 2017 - Jun 2017

  Website and back office development for Brodev SAS Technologies: - Frontend in Javascript/Angular - Backend en Node.js Work in small team on established specifications, collaboration with an external designer Example of realisation: aklea.fr Website and back office development for Brodev SAS Technologies: - Frontend in Javascript/Angular - Backend en Node.js Work in small team on established specifications, collaboration with an external designer Example of realisation: aklea.fr



CNRS

• France
• Research Services
• 700 & Above Employee

• Software Developper Intern

  • Jul 2016 - Jul 2016

  Development of a content manager Work done: - Establishment of specifications after discussion on the needs of the employer - Self-learning of the Symfony / Silex frameworks - Creation of an adapted database - Development of the components in PHP Development of a content manager Work done: - Establishment of specifications after discussion on the needs of the employer - Self-learning of the Symfony / Silex frameworks - Creation of an adapted database - Development of the components in PHP