Freelancer profile translated to English.

Description

About me:

As a passionate Data Engineer, I specialize in creating innovative solutions using emerging technologies. My expertise covers a wide range of skills, from data engineering to artificial intelligence, with in-depth knowledge of cloud technologies, Python development, Spark processing, and innovative AI.

Key skills:

- Cloud Technologies: Solid experience in deploying and managing solutions on cloud platforms, including Google Cloud and AWS.

- Python Development: Advanced mastery of Python for script development, data manipulation, and application creation.

- Data pipeline creation: Design and implementation of efficient data pipelines using Spark for processing large volumes of data.

- Innovative AI: Familiarity with models such as GPT and generative AI for creative and innovative applications.

Professional experience:

Throughout my career, I have led significant projects, including the design of Spark-based data pipelines, the integration of cloud solutions, and the exploration of innovative AI for diverse applications.

Notable achievements:

- Successful implementation of highly scalable data pipelines, optimizing data processing and storage on cloud platforms.

- Strategic use of models like GPT for the development of conversational AI applications, improving user interaction.

- Design, development and deployment of several AI applications with the entire continuing education / monitoring stack

Contact:

I am excited to collaborate on challenging projects related to cloud technologies, Python development, Spark processing, and innovative AI. Feel free to contact me to discuss how I can bring my expertise to your project.

Industry field of expertise

Languages

English
Native or bilingual
Arabic
Native or bilingual
French
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Renault Groupe
Freelance - Data Engineer
AUTOMOBILE
September 2021 - August 2022 (11 months)
Paris, France
Creation and maintenance of several ETLs
Implementation of QA and CI-CD test pipelines
Optimization of Google Cloud resource costs
Python Google cloud Spark Airflow Google Cloud Storage Vertex AI
L'OREAL SA
Data scientist / Data engineer
FASHION AND COSMETICS
February 2021 - September 2021 (7 months)
Paris, France
Development and deployment of a sales forecasting application
Implementation of several data pipelines processing various sources/types of data
Performance optimization of ML forecasting models (creation of new features, adaptation of the training method)
Python (Programming Language) Google cloud Git Bash Scikit-learn Pandas Airflow
Sense4data
Data scientist / Data engineer
DIGITAL AND IT
June 2019 - July 2020 (1 year and 1 month)
Bordeaux, France
. Design and development of a multi-service product for HR groups and head-hunters :
1. Resume and job offer parsing and information retrieval using state
of the art text processing techniques and NLP models.
2. Matching engine based on two technologies : Domain Ontology projection & text similarity.
3. Data observatory fed by intelligent web crawlers, the aim of this service is to provide our clients with cutting edge labor market real time analysis.
- Python, Bash, BERT, Pytorch, Gensim, MongoDb -
• Building CI-CD pipelines, product containerization and deployment, Throughput/performance analysis/optimization and code parallelization.- AWS, Docker, Kubernetes, Python, Bash, RabbitMQ, Redis, jMeter-
• Recruiting, project management and interns supervision.
Python (Programming Language) AWS Gitlab Pytorch TensorFlow Bash Java Pandas CI/CD