Freelancer profile translated to English.
Back to original languageAbout Soufiane
📈 Data Engineer :
+ 4 AWS certificates
+ 7 missions at major groups and startups
+ 8 years of experience
🎯 My areas of expertise :
- Data architecture and development of integration, processing and data export modules.
- Collaboration with business teams to understand needs and propose appropriate technical solutions.
- Setting up APIs.
- Definition and implementation of data models, database administration.
- Supervision and monitoring of applications.
🔗 Technical stack :
- AWS
- PYTHON
- SPARK | PYSPARK
- TERRAFORM
- AIRFLOW
- JENKINS
- SQL
- DBT
- SNOWFLAKE
English
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km), Paris (up to 30km)
Experience
- BpifranceData Engineer - AWS - Spark - PythonPUBLIC SECTORAugust 2021 - Today (4 years and 10 months)Paris, France-Architecture and development of data pipelines with AWS services-Deployment of infrastructure with IAC (CDK, Terraform)-Monitoring and tracking the execution of jobs-Implementation of DSI standards and norms-Participation in architecture committees-Reporting to businessesTechnical stack:- SQL- Python- Spark / Pyspark- Airflow- AWS (Glue, Lambda, Athena, Kendra, Bedrock, step functions, Redshift,Sagemaker… )- CDK- Terraform- Jenkins
- Standard Chartered BankData Engineer - AWS - Spark - PythonBANKING AND INSURANCEOctober 2019 - July 2021 (1 year and 10 months)Boulogne-Billancourt, France- Design and build a data warehouse on AWS- Develop and maintain batch jobs in Python for reporting, billing and auditing- Create and manage an alert system to detect fraudulent customer behavior- Develop analytical dashboards for business users with Quicksight- Carry out P.O.C. for real-time dashboard solutions with Python 3, Kafka and ELK- Expose REST APIs with Flask and SQLAlchemy- Consolidate, enrich and optimize raw data for business use- Participate in the design and validation committeeTechnical stack:- Python 3: Pandas, Numpy, Requests, Flask, Reportlab, Psycopg2 ...- AWS: Lambda, API gateway, S3, EC2, CloudWatch, SES, Athena ...- SQL- Spark / Pyspark- Docker- Kafka- ELK
- BPCEData analystBANKING AND INSURANCEMay 2018 - September 2019 (1 year and 5 months)Paris, FranceThe project:- Calculating the probability of credit risks within the framework of BALE II standards.- Migration and Merger of the SI of the Banque Populaire.The mission:- Importing flows from the shared hadoop platform.- Processing and analysis of flows on Jupyter with Python 3 (Pandas, numpy…)- Creation of Hive tables- Ensure the quality of data integrated into SQL Scripting databases- Supervision of the hadoop cluster with Ambari- Automation of the integration of monthly flows by shell scripting.- Writing analysis reports.- Reporting to project team members- Exchange with business expertsMethodologies: AgileTools: Python, SQL DBX, Jupyter, Linux, Shell, TeraData Sql assistant, Putty, Hive, Ambari, Toad fororacle, Squash, Package MS Office, Jira, confluence, Winscp, hadoop, hdfs …
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Education
- Engineering degreeEcole Nationale des Sciences Appliquées2016
Certifications
- AWS Certified AI PractitionerAmazon Web Services Training and Certification2025
- AWS Certified Solutions Architect – AssociateAmazon Web Services Training and Certification2023