Freelancer profile translated to English.

Description

Experienced cloud data engineer, skilled in data analysis and management, as well as API development. Proficient in data science technologies and AWS cloud services. Excellent problem-solving abilities.

Languages

Arabic
Native or bilingual
English
Fluent
French
Fluent
Amazighe standard marocain
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km), Toulouse (up to 10km), Strasbourg (up to 50km)

IBM Consulting
AWS Data Engineer
CONSULTING AND AUDITS
May 2022 - April 2023 (11 months)
Mission 1: Smart factory monitoring platform | BP
• Design and implement real-time data streaming solutions using AWS Kinesis, IoT Core, and Lambda, ensuring continuous capture and processing of data from smart factory device sensors.
• Develop data storage and management strategies using AWS S3 and IoT Sitewise, ensuring secure and efficient storage, as well as the creation of a comprehensive data model for smart factory assets.
• Automate data workflows using AWS Step Functions, orchestrating data pipelines and enabling seamless data movement and processing across multiple AWS services.

Mission 2: Migration of Hanhaa solution to AWS | DS Smith
• Conduct a thorough assessment of the existing solution at Hanhaa, analyzing its architecture and dependencies, and identifying areas for optimization during the migration process.
• Design and lead a successful migration strategy, utilizing AWS Lambda, S3, Git, and AWS CodeCommit to efficiently transfer and store data on the AWS platform.
• Establish a scalable and high-performance data warehouse on AWS Redshift, ensuring seamless data migration and transformation while preserving data integrity for advanced analytics and reporting.
AWS Lambda Python AWS CloudFormation AWS Kinesis AWS IoT CORE AWS S3 AWS IoT Sitewise Git Azure DevOps Server AWS greengrass AWS Step Functions AWS RedShift AWS CodeCommit
Berexia
Data Engineer
DIGITAL AND IT
June 2020 - May 2022 (1 year and 11 months)
Mission 1: SCOR Group IT wants to reduce request processing time and improve customer experience. | Scor
• Implement and refine NLP and ML models to extract and categorize information from request documents.
• Collaborate with multidisciplinary teams to integrate the tool into existing systems and ensure smooth deployment.
• Continuously evaluate and improve the tool's performance by analyzing data and implementing necessary improvements or updates.

Mission 2: SCOR Group IT wants to optimize the accounting process and reduce errors. | Scor
• Develop and maintain the data capture framework for classifying and extracting information from accounting documents.
• Collaborate with accounting and finance teams to improve the accuracy and efficiency of the data extraction process.
• Export extracted information in a suitable format for consumption by other services or systems.
Python NLU Nltk flask Pandas Docker Git Scikit-learn Jenkins
Atomic-Computing
AWS Data Solution Architect
CONSULTING AND AUDITS
July 2023 - September 2023 (3 months)
- Design of IoT components and data,
- Proof of Concept (PoC) development
Python AWS CloudFormation AWS Kinesis AWS Lambda IoT CORE AWS S3 AWS greengrass Git