Freelancer profile translated to English.

Description

For over 5 years, I have been helping companies leverage their customer data and deploy machine learning models tailored to their needs. Today, I want to share this expertise, particularly with people looking to change careers.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

PM Data (Freelance)
Data Analyst & Scientist Trainer
March 2024 - Today (2 years and 3 months)
Data Analyst & Scientist Trainer for various training organizations:

- SQL, REST API, Web Scraping, GDPR
- Algorithmics, Python, Pandas, RegEx
- Descriptive statistics, ML, NLP, metrics
- Data visualization (Power BI, Tableau)
- Agile Methodology (Scrum, Kanban, XP)
- Google Ads, Facebook Ads
EPSILON FRANCE
Data Scientist Consultant
CONSULTING AND AUDITS
March 2022 - May 2023 (1 year and 2 months)
Paris, France
Assisting various companies with customer knowledge issues.

I) Engie:
- Implementation of customer profiles using textual analysis of their requests (NLP)
- Customer segmentation based on their web data (Google Analytics)
- Numerous analyses on the evolution of Churn based on Marketing offers

II) Leclerc:
- Development of segmentations (household structure, child presence O/N, etc.) to qualify customer life stages and improve future marketing campaigns (data management, modeling, presentation, industrialization)

III) Monoprix
- Analysis of marketing campaigns for the loyalty program (SQL/Python)
- Fraud detection (SQL/Python)
- Study and correction of customer duplicates (data management)
NLP Python Google Analytics SQL Google Cloud Platform (GCP) Snowflake Databricks K-means Customer analysis and segmentation BigQuery
CONSEIL DÉPARTEMENTAL DU VAL D'OISE
Data Scientist
PUBLIC SECTOR
September 2020 - Today (5 years and 8 months)
Cergy, France
Strategic support for various departments after in-depth analysis of their data.

- Prediction of processing times for administrative procedures to prevent various process bottlenecks
- Numerous demographic analyses (PCA, Clustering, ...)
- Forecasting the number of COVID-19 vaccinated individuals
- Optimizing the accessibility of different website pages
Machine learning Data analysis Data visualization optimization Google Analytics