Freelancer profile translated to English.
Back to original languageAbout Audrey
Senior Data Scientist | Machine Learning | Deep learning | LLMs | Generative AI
Experienced consultant in data and marketing, I bring over 20 years of experience to my clients to help them make the most of their data.
I have had the opportunity to work with various companies in different sectors, which has allowed me to refine my skills and gain a deep understanding of the challenges businesses face.
My goal is to leverage my technical expertise (statistics, machine learning, deep learning, and generative AI) and my understanding of business issues to significantly contribute to the success of your company or projects.
French
Native or bilingual
English
Native or bilingual
German
Conversational
Can work on-site
Paris 14e Arrondissement (up to 15km)
Experience
- Banque de FranceSenior Data ScientistPUBLIC SECTORJune 2023 - Today (3 years)Paris, FranceCommon Data Management (CDM) project of the European System of Central Banks: Design and implementation of a centralized datastore for all ESCB central banks, then Development of a suite of advanced analytical tools integrated into the datastore. Cross-functional team Bank of France - European Central BankMain responsibilities:Project leader for Machine Learning and Deep Learning within the Collaboration & Analytics workstreamExpert contribution to the development of dashboarding solutionsManagement of the integration of generative AI tools for financial data analysisAchievements:Design and prototyping of innovative ML/DL models for predictive analysis of banking dataOptimization of interbank collaboration processes through cutting-edge analytical solutionsImplementation of dynamic dashboards for real-time visualization of key indicators
- Purple LuxembourgData ScientistCONSULTING AND AUDITSMay 2017 - June 2023 (6 years and 1 month)Luxembourg, Luxembourg- Design and implementation of machine learning and deep learning models for various cases and sectors- Anomaly detection algorithm - IT security- Automatic text classification - Legal services- Customer scoring and segmentation - Provident insurance- Text generator - Automatic article summarization application- Financial index modeling and prediction
- Piano MuzikoFounderEDUCATION AND E-LEARNINGFebruary 2015 - Today (11 years and 4 months)Paris, France
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Education
- Master 2 / DESS Scientific Methods for Data ManagementUniversité Paris X - Nanterre1998Centré sur l’ingénierie mathématique dans le domaine de la statistique et sciences de données, en particulier de données massives, temporelles et spatiales.
- Master Statistics & EconometricsParis X - Nanterre1997Formation pluridisciplinaire dans les domaines des mathématiques, de l’économie, l’économétrie, l’informatique et la statistique.
Certifications
- Developing AI ApplicationsDatacamp2024