Freelancer profile translated to English.
Back to original languageAbout Ferdinand
Hello,
As an engineer by training, I specialized in data and its processing.
From its acquisition to its delivery, including its valorization, I quickly realized that the value provided depended on the ability to serve at scale. I define myself today as an ML Engineer.
Since then, I have focused on the production of data processing (from simple ETL processing to complex machine learning models with retraining and monitoring).
I am committed to maintaining this commitment with the clients I support, prioritizing a pragmatic approach based on the value provided and technical scalability.
I had the opportunity to apply this with various companies, notably Sybel, for whom I had to design and develop an end-to-end recommendation model. I also worked for EDF to write a state-of-the-art on MLOps, both internationally and in France with our current clients.
Finally, I was able to leverage this new knowledge to develop an MLOps processing chain within Pass Culture.
I would be happy to discuss your challenges with you and will be available for any meeting.
Ferdinand H.
French
Native or bilingual
English
Fluent
Spanish
Conversational
Remote only
Primarily works remotely
Experience
- OSCARO.COMML EngineerAUTOMOBILEMay 2022 - February 2023 (9 months)Asnières-sur-Seine, France
- pass CultureML EngineerCULTUREAugust 2020 - June 2021 (10 months)Paris, FranceI worked for this startup from August 2020 to June 2021 to build the data team. Our role was to implement a recommendation algorithm. First, a significant data engineering effort was necessary to aggregate all the streams. Then, we set up an MLOps pipeline using Airflow and MLflow.
- SybelData & Recommendation Algorithm SupportENTERTAINMENT AND LEISUREFebruary 2019 - January 2020 (11 months)Paris, FranceSupporting an audio series startup across their entire data processing chain- Setting up the cloud infrastructure on Google Cloud Platform- Developing the architecture to process log data from applications- Developing recommendation algorithms for users (content-based & Matrix Factorization)
Reviews
Charles
Senior Media SAS
Reviewed on 9/4/2018
Great work, objectives achieved!
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Education
- General EngineerTélécom Bretagne2017École d'ingénieur généraliste, Télécom Bretagne appartient au réseau Mines-Télécom: le plus grand réseau d'élèves ingénieur de france. Fortement orienté sur le monde du numérique, ma formation a su me donner les atouts pour apprendre et surmonter n'importe quel défi s'offrant à moi.