About Olivier
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French
Native or bilingual
Experience
- Safran compositePython Software Architect – Data Platform & Digital TransformationAVIATION AND AEROSPACEOctober 2021 - Today (4 years and 10 months)Itteville, FranceOverviewDevelopment of an SDAI (Standard Data Access Interface) platform as part of the digital transformation and standardization of technical data at Safran Composites.Project ObjectiveDesign a software solution capable of centralizing, interpreting, validating, and transforming technical models and data from various sources to facilitate inter-departmental exchanges and prepare for the integration of future analysis and artificial intelligence tools.Achievements
- Design and development of the platform's complete software architecture
- Integration and utilization of ISO STEP industrial standards as well as specific Safran business models
- Development of a parsing and interpretation engine allowing dynamic loading of data models without manual class generation
- Real-time validation of data, types, business constraints, and global rules
- Development of a mapping system for transforming and communicating data between different business contexts
- Implementation of communication and exploitation interfaces for demonstrators and future AI integrations
- Development of several interconnected and highly modular Python libraries
- Management of versioning and industrialization of developments under GitLab
Technical EnvironmentPython, Software Architecture, Data Modeling, Parsing, Interpreter, Data Validation, APIs, GitLab, Automation, Digital Transformation, Industry. - Projet personnelArchitecture and Development of an Algorithmic Trading PlatformSOFTWARE PUBLISHINGJanuary 2020 - Today (6 years and 7 months)OverviewDesign and development of a complete platform for analysis, processing, and automation of strategies in financial markets.Project ObjectivesDevelop an architecture capable of collecting, storing, analyzing, and exploiting real-time market data to generate and optimize decision-making strategies based on Machine Learning and Artificial Intelligence.Main Achievements
- Backend development using Django
- Design of data models and management of application configurations
- Collection, preparation, and transformation of large-scale financial data
- Development of data processing and analysis pipelines
- Exploitation of real-time market data streams
- Development of automated decision-making algorithms
- Design and training of Machine Learning, Deep Learning, and Reinforcement Learning models
- Automatic parameter optimization via genetic algorithms
- Deployment and operation of the platform under Docker
Technical EnvironmentPython, Django, REST API, Celery, Pandas, NumPy, Machine Learning, Deep Learning, Reinforcement Learning, Data Engineering, Docker, Git. - ConfidentielDevelopment of a Data and Digital Services Platform for Publishing and MediaCULTUREApril 2017 - December 2017 (9 months)FranceOverviewParticipation in the backend design and development of a platform for centralizing and exploiting digital data for the publishing, media, and literary sectors.Project ObjectiveDevelop a platform capable of aggregating, structuring, searching, and exploiting large amounts of data related to works, authors, media, and digital content.Main Achievements
- Design and development of the application backend
- Development of data import and processing tools
- Design of SQL and NoSQL data architecture
- Development of APIs and business services
- Management of user accounts and access rights
- Development of services for managing catalogs, lists, and digital content
- Implementation of a search engine for the platform's data
- Deployment and operation of services under Docker
- Cloud hosting and deployment on Scalingo
- Corrective and evolutionary maintenance of the platform
Technical EnvironmentPython, Flask, REST API, SQL, NoSQL, Docker, Cloud, Scalingo, Backend Development.
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Education
- Project Manager in IT and RoboticsIMERIR, Perpignan2016Overview: Formation d'ingénieur orientée conception et réalisation de systèmes informatiques complexes, combinant développement logiciel, robotique, intelligence artificielle et gestion de projet. Principaux domaines étudiés : Architecture et développement logiciel Développement web frontend, backend et APIs Bases de données SQL / NoSQL Réseaux, systèmes et déploiement d'applications Robotique mobile et robotique industrielle Conception et intégration de systèmes embarqués Intelligence artificielle, algorithmique avancée et réseaux de neurones Gestion de projet, organisation d'équipe et méthodes de développement Analyse des besoins métiers et conduite de projets techniques Compétences développées : Conception de solutions logicielles, architecture de systèmes, développement full-stack, traitement de données, automatisation, intelligence artificielle et pilotage de projets techniques multidisciplinaires.