Artur Baboi
Data Scientist
Experience
Jul 2021 - Apr 2024
2 years 10 months France
Data Scientist / Data Engineer
Pernod Ricard
Technical expert at Pernod Ricard with dual expertise as a data engineer and data scientist within a project involving 60 worldwide collaborators aimed at optimizing marketing performance.
- Played a pivotal technical role, addressing deadline delays or technical issues across diverse markets
- Orchestrated pipeline architecture and module communication for v2
- Executed v2 model implementation and deployment for the pilot market
- Conducted a Google Trend search volume-based POC for a related project
Environment: Azure, Python, PyStan, Streamlit, PyTorch
Jan 2020 - May 2021
5 months France
Data Scientist
Artefact
Samsung propensity customer scoring - PII and integrated models (XGBoost)
Environment: PySpark, Databricks
Jun 2018 - Feb 2020
1 year 9 months France
Front Office Quant in Resources and Financing Optimization team
BNP CIB GECD
- Segregation Engine project for Prime Brokerage to optimally choose the clients' assets for rehypothecation project management, code architecture and implementation from scratch
- Automatization of pricing and booking of a set of collateral schedules
- Security management tools for SLAB desk
- BNP Portfolio Analysis Library - code refactoring and implementation of linear problem framework
- Collateral Management Bot - tool for finding the optimal collateral allocation - trainee supervisor
Summary
Freelance seeking opportunities as a Data Scientist/Data Engineer, preferably within the industries of manufacturing, energy, or pharmaceuticals, yet open to other sectors. Passionate about programming and software architecture, I bring extensive experience in these domains and am driven by the industrialization and deployment of solutions in production.
Previously, I've worked as an IT-quant in the trading floor of BNPP and as a data scientist/machine learning engineer for the marketing departments of Samsung and Pernod Ricard.
Languages
English
Native
French
Native
Romanian
Native
German
Elementary
Education
Sep 2016 - Sep 2017
Ecole Nationale de la Statistique et de l'Administration Economique (ENSAE ParisTech)
Quantitative Finance and Risk Management · Paris, France
Sep 2013 - Sep 2016
Ecole Polytechnique
Mathematics, Mechanics, Economics · Paris, France
Sep 2011 - Sep 2013
Lycee Louis Le Grand
Computer Science, Physics, Mathematics · Paris, France
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