Freelancer profile translated to English.

Description

Consultant with human and technical skills. Specialized in data retrieval, cleaning, transformation, and making it available in the data lake using on-premise and cloud technologies.

Languages

French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

Renault
Data Engineer / ML OPS
AUTOMOBILE
July 2022 - August 2024 (2 years and 1 month)
Guyancourt, France
As an MLOPS consultant, worked on a data platform for developing applications related to quality control and customer feedback.
Data preparation for model training
• Data retrieval (spark, scalas, SQL)
Using Airflow for orchestration
• Data ingestion => Big Query (SQL)/ Dataproc (Spark, Scala) / Cloud Storage (CSV, Excel, parquet)
• Execution of bash scripts (retrieval of secrets stored in VAULT)
• Training, deployment, and monitoring of ML models (Vertex AI)
Using Airflow for orchestration
• Dataproc (Scala, Spark)
• Dataflow (Python, Apache Beam)
• Elasticsearch indexing
Development of a Python library
• Creation and management of Docker images
• Deployment of the image on Vertex AI
• Machine learning model training
• Monitoring
ML model inference via Batch & API
• Development of APIs for online prediction (In Python to connect to Vertex AI / In Java and YAML for the backend)
• Creation of a batch prediction template for all models
Gitlab CI/CD Python SQL Google cloud Dataproc Dataflow Airflow Vertex AI Machine learning Monitoring MLOps Scala Spark
JEMS
Data Engineer
AUTOMOBILE
January 2020 - July 2022 (2 years and 7 months)
Neuilly-sur-Seine, France
Data model design
Development of tools and reports using Spark in Scala
Supervision of junior data engineers
Understanding business needs to help stakeholders define their requirements and write user stories
Writing functional and technical documentation
Working in Agile (Scrum, Kanban, retrospectives, sprint planning, grooming)
Google cloud Hadoop Scala Spark Git Agile methodology Scrum
Sopra Steria
Junior Engineer
August 2018 - January 2020 (1 year and 5 months)
62170 Montreuil, France
Developer / Data engineer

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Engineering degree
ESIEE Paris
2018
Diplôme d'ingénieur
Bachelor's degree, Mathematics and Computer Science
Université Paris-Est Marne-la-Vallée
2018
Licence, Mathématiques et informatique

Data Engineer

Nicolas Jean-Michel

Data Engineer

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