Description

I specialize in delivering data-driven solutions that fuel growth and transform businesses. Whether you need powerful machine learning models, expertly crafted NLP projects, or data analytics that uncover hidden opportunities, I've got you covered.

With a proven track record of driving success for top-tier companies, I bring a wealth of experience in Python, AWS, Github, and more. From churn prediction to recommender systems, I've delivered game-changing results that boost customer experiences and revenue.

Let's embark on a data-driven journey together !

Languages

Arabic
Native or bilingual
French
Native or bilingual
English
Native or bilingual
Spanish
Conversational

Workplace preferences

Can work on-site

Madrid (up to 50km)

Mirakl
Senior Data Scientist
SOFTWARE PUBLISHING
October 2023 - Today (2 years and 8 months)
París, France
Working on search and automation using LLMs
- Managing a team of two data scientists
- Deployed model for product categorization (choosing the right category of a product among thousands of categories)
- Automated data extraction from seller files to fill columns of the marketplaces with the right product data
- Worked on search engine enhancement for several marketplaces
LLM NLP HuggingFace OpenSearch Terraform Airflow Spark Databricks AWS
TheFork
Senior Data Scientist
E-COMMERCE
April 2022 - September 2023 (1 year and 5 months)
París, France
Working on solving business problems related to recommender systems, NLP, Search & Generative AI

- Contributed to the development of the "Generate a trip plan on the fly" product that is released on TripAdvisor.com using Generative AI
- Implemented a generative AI product that analyzes customers reviews to extract the pros & cons as well as the summary of each restaurant
- Implemented & deployed multiple recommender systems that helped increase restaurants page visits by 35%
- Implemented & deployed an NLP project to analyze reviews and put emphasis on key parts of customers reviews
Python AWS Airflow Spark Pytorch TensorFlow GitHub Github Actions Great Expectations HuggingFace langchain Docker Elasticsearch
EDF Commerce
Data Scientist
ENERGY AND UTILITIES
December 2018 - April 2022 (3 years and 5 months)
París, France
I've worked on churn prediction, recommender systems and NLP-related problems

- Implemented & deployed models for churn prediction
- Built finetuned LLMs to anonymize customer emails to be GDPR compliant
- Designed a fully functional interface for monitoring algorithms drift in a production environment
- Built a recommender system for technicians’ recommendation for EDF customers carrying out insulation works
- Served as an in-house trainer for Python & R
Python Spark Hadoop R Gitlab Gitlab CI Docker