Freelancer profile translated to English.
Back to original languageAbout Ilyes
Data Engineer/Scientist, I am versatile in most data issues, from ingestion to value creation.
I have also been exposed to DataOps and MLOps issues, so I can participate in end-to-end value creation of the project in an agile manner and collaborate with most members of the Data team and my business teams with the appropriate vocabulary.
English
Native or bilingual
German
Conversational
Can work on-site
Paris (up to 15km)
Experience
- AXA FRANCEData EngineerBANKING AND INSURANCEMarch 2023 - Today (3 years and 2 months)Nanterre, France
- Allianz Trade (Ex-Euler Hermes)Data EngineerBANKING AND INSURANCEOctober 2022 - March 2023 (5 months)Puteaux, FranceData Engineer beta tester of a Feature Store platform.- I participated in the beta testing phase of a Feature Store platform using the Pandas and Koalas frameworks to ensure product quality.- I contributed to the quality of the product by providing feedback and suggestions for improvement using GitLab feature creation.- I used the platform's functionality using the Pandas and Koalas frameworks to create features for Machine Learning.
- Société GénéraleData ScientistBANKING AND INSURANCENovember 2020 - October 2022 (1 year and 11 months)La Défense, FranceSetting up an MLFlow server in a cloud environment:• Instantiation of a VM on SG DoItNow Cloud Platform• Instantiation of services (Python Image, S3, PostgreSQL)• Building a Docker Image to deploy an MLflow cluster in production.• Testing the deployed MLflow server.
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Education
- Master 2 (M2), DesmaGrenoble Ecole de Management2020Master 2 (M2), Desma
- Engineering degree, Mathematics and Computer ScienceEISTI2020Diplôme d'ingénieur, Mathématiques et informatique
Certifications
- Machine Learning Engineering for Production (MLOps)Coursera2022
- Microsoft Certified: Azure Data FundamentalsMicrosoft2022