Freelancer profile translated to English.

Description

🚀 Unleash insights from data, one algorithm at a time 🚀

Are you ready to harness the power of your data to drive business success? Look no further! As an experienced freelance Senior Data Scientist, I bring deep expertise and a proven track record of delivering actionable insights that elevate organizations to new heights.

Why Choose Me?

✅Expertise: With over 5 years of experience in the field, I have honed my skills in statistical analysis, machine learning, and predictive modeling.

✅Tailored Solutions: I understand that every business is unique, which is why I tailor my approach to your specific needs and goals. Whether you require exploratory data analysis, predictive modeling, algorithm development, or solutions leveraging LLMs and RAG, I work closely with you to develop a customized solution that delivers results.

✅Clear Communication: Data science doesn't have to be intimidating! I pride myself on my ability to communicate complex concepts in a clear and accessible manner. From project inception to delivery, I keep you informed every step of the way, ensuring transparency and collaboration throughout the process.

✅Results-Oriented: Ultimately, my goal is simple: to deliver tangible results that make a significant impact on your bottom line. Whether it's optimizing marketing campaigns, enhancing product recommendations, reducing operational costs, or developing new data-driven products, I measure my success by yours.

Ready to unlock the full potential of your data? Let's embark on this journey together and discover a world of possibilities. Contact me today to discuss how I can help you transform your data into a competitive advantage.

Industry field of expertise

Languages

Arabic
Native or bilingual
French
Native or bilingual
English
Fluent
German
Basic

Workplace preferences

Can work on-site

Montpellier (up to 50km), Paris (up to 50km), Marseille (up to 50km), Nice (up to 50km), Bordeaux (up to 50km)

Crédit Agricole Technologies et Services
Senior Data Scientist | RAG | LLM | GenAI expert
BANKING AND INSURANCE
November 2023 - Today (2 years and 7 months)
Montpellier, France
Implementation of an LLM-based IABot to assist bank advisors in answering questions
Continuous integration and deployment of microservices with Gitlab CI/CD
Deployment of microservices on k8s
Preparation of utilities (Mongo, Redis, S3 clients, config)
Setup of the project architecture by modules as part of the restructuring of code and service kinematics
Dockerization of microservices and Gitlab CI/CD
Preparation of data migration scripts
Integration of LLM models GPT, Claude, and Mistral and management of version evolution as requested by regional banks
Integration of Presidio pipelines for detection and anonymization of sensitive data
Implementation of performance and integration tests
Implementation of a RAG architecture to improve document search in internal databases, facilitating access to relevant information for application users
Development of Back-End routes
Preparation of scenarios for performance tests
Setup of a cron job for conversation archiving
Presidio Redis RAG LLMs GPT3 GPT4 Claude Mistral A/B Testing AWS S3 Langchain
CGI
Data Scientist
May 2022 - November 2023 (1 year and 6 months)
Montpellier, France
NLP and LLMs Implementation: Application of advanced Natural Language Processing (NLP) techniques, model selection and deployment, and rigorous testing to evaluate reliability and performance.
UI/UX Development: Design of mockups and development of a user-friendly website.
ROI: Acquisition of 5 new clients within the first year.
Doc2Vec BERT Word2Vec BertTopic LDA Natural Language Processing (NLP)
Airbus Group (DE)
Data Scientist
AVIATION AND AEROSPACE
May 2022 - September 2022 (4 months)
Marseille, France
Non-compliance processing model: - Development of a machine learning model to identify duplicates and similarities in non-compliance data. - Accelerated solution delivery by quickly identifying and addressing similar issues.
End-to-end testing: Implementation of data ingestion, transformation, and visualization tests for Bosler and Skywise, and performance evaluation of both frameworks.
Data archiving: Automation of the archiving of overdue orders, ensuring secure and efficient data storage.
PySpark IT Consulting Gradio Skywise Foundry TIBCO Spotfire