Freelancer profile translated to English.
Back to original languageAbout Antonin
Passionate about optimizing predictive models and processing massive datasets, I support companies in their data-driven transformation. With experience in data science and data engineering, I have developed production modeling and API solutions. Always seeking innovation, I transform data into strategic decisions.
French
Native or bilingual
English
Conversational
Remote only
Primarily works remotely
Experience
- Ministère enseignement supérieur et de la rechercheData ScientistPUBLIC SECTORAugust 2023 - Today (2 years and 10 months)Paris, France- Development and production deployment of theInserSup information system (State Priority Project)for analyzing the professional integration ofgraduates through the matching of massive interministerial databases (DSN, Insee, Dares).- Deployment of an API for access to indicators onOpen Data and production of Streamlit dashboards for public decision-makers.- Development of classification and forecasting modelsfor the analysis of post-graduation trajectories.
- EkwateurData Scientist - Electricity Consumption ForecastingENERGY AND UTILITIESNovember 2022 - August 2024 (1 year and 9 months)Paris, France- Development and industrialization of energyconsumption forecasting models on AWS (SageMaker, S3,Lambda)- Automation and monitoring of data pipelines, productiondeployment of XGBoost, LSTM, Random Forest, Ridge models.- Advanced filtering and anomaly correction on time series.
- YANPORTData ScientistApril 2022 - September 2022 (5 months)- Production deployment of a real estate statisticsreliability model.- Integration of the model in the form of an operationalAPI in Java.
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Education
- Master, Mathematics Learning, Sciences and Humanities (MASH)École normale supérieure2022Master, Mathématiques apprentissage, sciences et humanités (MASH)
- Master of Applied Mathematics, MathematicsUniversité Paris Dauphine- PSL2021Master de Mathématiques Appliquées , Mathématiques