Freelancer profile translated to English.

Description

After starting my career in start-ups and scale-ups, I contributed to its evolution through short missions to turn it into a consulting firm, a partner of international groups and leading schools. Now independent, I am looking for new opportunities. During my various missions, I have notably acquired expertise in the fields of predictive modeling, dashboard creation and the design of data management tools. I am also able to manage model production environments with know-how for transitioning from a POC to production. I am committed to understanding your business challenges and developing end-to-end solutions to your problems. I also have significant experience in the field of university education through a set of related activities as well as in team management.

Industry field of expertise

Languages

English
Fluent
French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 30km)

TF1
Lead data - independent
PRESS AND MEDIA
November 2022 - Today (3 years and 9 months)
Paris, France
Achievements:
Design of content recommendation models, using tensorflow.
Production monitoring and analysis of data quality via A/B testing.
Integration of RAG (Retrieval-Augmented Generation) and LLM (Large Language Models).
Modeling of times-series for inventory forecasting.
Management of large data volumes (several million lines per day), implementation of reading and transformation tasks.
Development and management of APIs, opening with public access.
Classification of users (k-means), transfer study.
Design of python package, organization of developments.
Databricks Microsoft Azure Snowflake Python Airflow ETL Deep Learning LLM RAG Git CI/CD
SFIL
Data engineer senior
BANKING AND INSURANCE
May 2022 - November 2022 (6 months)
Paris, France
Achievements:
Integration of PD/LGD models into back-testing production chains.
Construction of packages.
Automation of regulatory report production, production of PDF documents from R.
Writing and conducting several training courses to give internal teams a hand.
R SQL Matlab Git CI/CD R Shiny Normes IFRS ETL Machine learning
Enedis
Data Scientist senior
ENERGY AND UTILITIES
January 2022 - April 2022 (3 months)
Paris, France
Achievement:
Modeling of photovoltaic and wind power production.
Production launch.
Classification
R SQL Machine learning K-means