About Mahdi
Data Engineer depuis 2021, j'ai pu développer mon expertise dans plusieurs domaines. J'ai pu travailler au sein de plusieurs grands groupes internationaux, et en ai profité pour apprendre et appliquer les bonnes pratiques du Data Engineering. Les projets auxquels j'ai contribué sont divers et variés, de l'ingestion de données à la création/support de Data Platforms avec des technologies Cloud (AWS et GCP).
Au plaisir de collaborer ensemble !
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Italian
Conversational
Can work on-site
Paris (up to 50km)
Experience
- MCFormateur DataJuly 2024 - Today (1 year and 11 months)Animation de formations sur des sujets liés à la Data et à la programmation (Python, SQL, Linux, ChatGPT...)
- KeringSenior Data EngineerAugust 2022 - Today (3 years and 10 months)Paris, FranceWorking in the DSML (Data Science - Machine Learning) Services team (3 members: 2 Data Engineers, 1 DevOps Engineer) Providing services for 40+ users Migrating our services from AWS to GCP in 2024- Using AWS (EC2, Athena, S3, Glue, ECR, ECS, Batch, Lambda, Cloudwatch...),- Using GCP (VertexAI, Compute Engine, BigQuery, Storage Transfer, IAM),- Maintaining and developing a platform for Data Scientists and Data Analysts (AWS),- Helping Data Scientists deploy their models in a production environnement,- Managing data ingestion of a large panel of sources through Airflow DAGs (Python, PySpark, SQL, dbt, Bash, Docker, AWS Batch),- Controlling and monitoring data quality (Python, SQL, PyDeequ, Prometheus, Grafana),- Serving instances (accessible through SSH), notebooks, dashboards (Grafana), MLFlow UI and RStudio UI,- Controlling versioning and CI/CD on GitHub (GitHub actions, Jenkins),- Automating the creation of custom instances for different purposes (ETLs, model development/testing, data exploration...),- Developing and supporting internal Python packages (stored on Nexus),- Monitoring data health through dashboards (Prometheus, Grafana),- Monitoring tasks and managing projects through Jira.
- Groupe Pierre & Vacances - Center ParcsData Engineer (Consultant)March 2022 - July 2022 (4 months)Paris, FranceWorking in the Data Engineering team (5 members)- Creating and managing DAGs (Python, Airflow, Bash)- Creating scripts to ingest and manage data (SQL, dbt)- Using GCP (Cloud Storage, BigQuery, GKE)- Controlling versioning and CI/CD on Gitlab- Monitoring tasks and managing projects through Jira
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Education
- Master of ScienceTélécom Paris2021Master of Science - MSc, Data Science / AI
- Engineer's degree, MSc, Data ScienceMines de Douai (IMT Nord Europe)2021Engineer's degree, MSc, Data Science
Certifications
- AWS Cloud PractitionerAmazon Web Services2022