Freelancer profile translated to English.

Description

Data Engineer with over 5 years of experience, specializing in time series. Expertise in designing scalable and high-performance data pipelines, with a strong command of Python, Spark, and SQL. Accustomed to managing large data volumes and implementing reliable solutions for real-time or batch processing.

Industry field of expertise

Languages

English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Société Générale
Data Scientist
BANKING AND INSURANCE
November 2021 - Today (4 years and 8 months)
Puteaux, France
Creation of datasets for PD and LGD models on corporates.
Python (Programming Language) Dataiku SAS PySpark
banque de France
Data Scientist Intern
BANKING AND INSURANCE
May 2020 - September 2021 (1 year and 3 months)
Paris, France
Implementation of intelligent automation,

NLP project for email processing (identifying urgent emails):
• Email retrieval, labeling, and cleaning
• Application of Word2Vec/BOW model for content vectorization, followed by Machine Learning model application

Database cleaning project for anti-fraud:
• Cleaning and duplicate removal
• Application of Machine Learning to identify non-obvious duplicates (not yet implemented)

• Skill development on the Bank of France's RPA tool and development of RPA automation scripts in agile mode
• Popularization of artificial intelligence through internal seminars
• Provision of documentation on deliverables

Libraries: pandas, numpy, regex, sklearn, tensorflow, spacy, nltk