About Marwa
French
Native or bilingual
English
Fluent
Experience
- Société GénéraleSenior Data engineerBANKING AND INSURANCEJuly 2024 - Today (1 year and 11 months)Paris, FranceDuring this assignment, I was part of a project that involved migrating a system from Oracle to Big Data.Migration of SQL processing to Spark jobs. The project involved reconciling trading data from multiple sources, including Bloomberg...Mission and main tasks:✔ Contribute to the technical architecture of new projects.✔ Contribute to the breakdown of Jira tickets for a project.✔ Migrate Spark jobs to Kubernetes from HD Insights, deploy and size clusters.✔ Implement Kubernetes deployment scripts.✔ Automate Jenkins pipelines to deploy Spark jobs and Java applications on Kubernetes.✔ Develop Spark jobs, and implement unit and integration tests.✔ Participate in daily stand-ups, story estimation, sprint planning...
- Louis VuittonData engineerLUXURY GOODSMarch 2024 - June 2024 (3 months)Paris, FranceDuring this assignment, I was part of the Supply Chain team, working primarily on the logistics project. The project aims to harmonize KPIs and logistics processes across different regions, enabling continuous improvement of operations. The final objective is to have a global and unified view of warehouse performance.Mission and main tasks:✓ Contribute to the technical architecture of new projects.✓ Contribute to the breakdown of Jira tickets for a project.✓ Expose data and perform transformations using DBT (ingestion, data transformation, creation of new macros...).✓ Schedule jobs using Airflow DAGs.✓ Create APIs to expose data to clients with Elasticsearch or Datastore as the backend.✓ Participate in daily stand-ups, story estimation, sprint planning...
- CarrefourCloud Data engineerRETAIL (LARGE RETAILERS)October 2020 - March 2024 (3 years and 5 months)Massy, FranceDuring this assignment, I was part of 3 teams: the Software Factory team, where I primarily worked on the GCP cloud migration, on Cloudera Spark jobs (HDFS/YARN) to (GCS/Dataproc), and on evolutions and maintenance of projects on Spark, Spark Streaming jobs... for 1.5 years. Subsequently, I was part of the Supply team for 6 months and the Merchandise team for 1.5 years, where I developed Spark jobs, Kafka Streams, and SQL queries on BigQuery...Mission and main tasks:✓ Migrate Spark jobs to Dataproc, deploy and size Dataproc clusters.✓ Develop new Spark jobs for new data normalization needs from raw data to BigQuery.✓ Develop and deploy Kafka Streams jobs for real-time processing needs.✓ Develop data exposure APIs on Elasticsearch, Bigtable, Cassandra as backend.✓ Implement Kubernetes and Ansible deployment scripts.✓ Implement unit and integration tests.✓ Participate in the design of technical architectures for new projects.✓ Participate in daily stand-ups, story estimation, sprint planning...
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Education
- Computer Engineering degree -Faculty of Sciences of Tunis2015Diplôme ingénieur en informatique -