Artur-Constantin Baboi
Data Scientist / Data Engineer
Experience
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.
Data Scientist
Artefact
- Samsung propensity customer scoring - PII and integrated models (XGBoost).
- Environment: PySpark, Databricks.
Front Office Quant, Resources and Financing Optimization team
BNP CIB
- Segregation Engine project for Prime Brokerage to optimally choose the clients' assets for rehypothecation including 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 problem framework including code refactoring and implementation of linear.
- Collateral Management Bot - tool for finding the optimal collateral allocation; served as trainee supervisor.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Food and Beverage (3 years), Banking and Finance (1.5 years), Advertising (0.5 years), and Media and Entertainment (0.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (4.5 years), Business Intelligence (3 years), Marketing (3 years), Product Development (1.5 years), and Project Management (1.5 years).
Skills
- C#
- Python
- Vba
- Html
- Sql
- Microsoft Office Suite
- Open Office Suite
- Bloomberg
Languages
Education
ENSAE ParisTech, Ecole Nationale de la Statistique et de l'Administration Economique
Quantitative Finance and Risk Management · Paris, France
Ecole Polytechnique
Mathematics, Mechanics, Economics · Paris, France
Lycée Louis-le-Grand
Computer Science, Physics, Mathematics · Paris, France
Profile
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