Descripción

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 !

Idiomas

Árabe
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Francés
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Inglés
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Español
Competencia profesional básica

Preferencias de lugar de trabajo

Acepta trabajo presencial

Madrid (hasta 50 km)

Mirakl
Senior Data Scientist
EDICIÓN DE SOFTWARE
octubre de 2023 - Hoy (2 años y 8 meses)
París, Francia
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
abril de 2022 - septiembre de 2023 (1 año y 5 meses)
París, Francia
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
ENERGÍA
diciembre de 2018 - abril de 2022 (3 años y 5 meses)
París, Francia
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