Freelancer profile translated to English.

Description

I am a Senior Data Scientist/Machine Learning engineer with 7 years of experience in data science.

My work focuses on the implementation of machine learning solutions with a focus on optimization, HPC, and scaling of distributed Deep Learning models. I have carried out missions for large groups such as AXA and Total in the United States.

My area of expertise is deep learning with a focus on optimizing and accelerating training and inference time.

I am also an expert in code optimization for GPUs.

I have participated in the publication of 3 research papers on the subject.

I am comfortable with computer vision topics (particularly satellite and geophysical images).

I am also experienced in data science topics for Marketing with experience at Brut and Pernod Ricard

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Pernod Ricard
Senior Data Scientist
AGRICULTURE
December 2022 - Today (3 years and 6 months)
Implementation of data pipelines to build the ML model.(Python, SQL, Pyspark, Snowflake, DBT)
Partner with the data scientist team towards high quality python code.
Build optimized ML pipelines.(CICD, git, DataBricks, Azure Devops, Azure ML Studio, Docker)
Actively contribute to Data ScienceData engineering community.
TotalEnergies
Senior Data Engineer
September 2021 - December 2022 (1 year and 3 months)
Optimizing Databricks pipelines. Reduction of carbon footprint (Pyspark, Databricks, Cosmos DB)
Collecting and processing daily data for pricing (Python, AWS Lambdas, Databricks, Postgres SQL, S3)
Manage the infrastructure of the project (Terraform)
CICD deployments workflow Github
Actively contribute to the Data Engineering community.
BRUT.
Data project leader
PRESS AND MEDIA
July 2021 - Today (4 years and 11 months)
Paris, France
-Provide data and tech expertise necessary to manipulate data and develop appropriate solutions for BrutX's various data needs (CRM, acquisition, usage, finance, etc.).
-Develop collaboration between internal Brut data teams and external partners.
-Monitoring and consolidation of BRUTX's various data flows.
-Participate in building the data roadmap to meet Brutx's growth ambitions.
-Perform decision-making analyses on processed data: data cross-referencing and consolidation work leading to reporting that will support decision-making.
-Analyze and implement dashboards that provide insights into the ButX subscriber base.
-Be proactive and be a reference for data.

Python Google cloud BigQuery SQL Google Analytics Data science Facebook Marketing Google AdWords