Freelancer profile translated to English.
Back to original languageAbout Antoine
Central Paris engineer specialized in Artificial Intelligence, I have 3 years of experience in Data Science and Data Engineering.
This dual role allows me to work on a data project from start to finish, from data collection to model deployment.
With my experience as a consultant at Sicara (M33 Group), I have acquired the necessary skills to deliver quality projects, on time, with maximum visibility for optimal collaboration.
Although I am convinced that these two disciplines are not separate, here are examples of projects I have been able to carry out in Data Science and Data Engineering:
- API (deployment) for article name classification. (NLP, Kubernetes)
- POC for restaurant revenue prediction. (Forecasting, LGBM, DVC)
- Improvement of a Deep Learning model for transforming video into 3D Animation (Pytorch)
- Construction of ETL to ingest Google Maps POIs (AWS, Lambda functions)
- Construction of a mobility data Data Lake. (GCP, BigQuery)
- Data Cleaning of financial product RFQs (AWS, Spark)
I can work remotely, but would be delighted to join a team in person.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- SicaraData ScientistCONSULTING AND AUDITSNovember 2021 - Today (4 years and 9 months)Paris, FranceSicara is an expert data consulting company which builds custom made data solutions for its clients.The teams work with a combination of lean management and agile methodology.I worked on the following 4 projects :Construction of DataLake to cross mobility data with geographical shapes. GCP, Airflow, BigQueryConstruction from scratch of an ETL to ingest Google Maps POIs on a monthly basis. AWS, DataBricks, PySpark, Lambda Function.Design from scratch and put into production of an NLP article name classification model.GCP, DVC, Spacy, FastAPI, Kubernetes, DockerImprovement of a restaurant turnover forecasting model.GCP, DVC, FastAPI, Docker
- KinetixR&D InternApril 2021 - October 2021 (6 months)Paris, FranceKinetix aims at democratising the access to 3D content animation by making it faster and less technical. The ambition is to empower the community of creators by providing them with a tool that facilitates their work and unleashes their creativity.
- HelloFreshSoftware EngineerFebruary 2020 - July 2020 (5 months)Sydney NSW, AustraliaSoftware engineer in charge of the maintenance and growth of an internal website used by the customer care service agents in order to store and display information about customers deliveries.
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Education
- Centrale Paris curriculum, Computer Science / Software engineeringCentraleSupélec2020Cursus Centrale Paris, Computer Science / Software engineering
- Preparatory class MPSI-MP, MathematicsLycée Chateaubriand2017Classe préparatoire MPSI-MP , Mathématiques