Samuel Chaineau
Co-Founder & Chief Technology and Product Officer
Salaire / Taux journalier
Paris, France
Freelance
Peut venir sur site
Expertises
Langues
À propos
Introduction
Consultant pendant 3 ans, j'ai un esprit critique et analytique fort. Développeur (Python, transformers) puis Product Owner, j'ai co-fondé Nuvocare (MongoDB, NodeJS, ReactJS). Projets clés : NLP finance : scoring, stratégies d'investissement, outil RAG avec OpenAI. Performance Marketing : Marketing Mix Modeling, AB testing. Analyse Pricing : élasticité prix pour le parfum. E-consentement : spécifications, tests, développement continu.
Expérience de travail
NLP Data Scientist
L'OréalFreelance
sept. 2024 - Présent
2 ans 2 mois
Paris, France
NLP and LLM for customer reviews analysis at scale and globally.
Co-Founder & Chief Technology and Product Officer
Nuvocare
sept. 2023 - sept. 2024
1 an 1 mois
Paris, France
Nuvocare aims at making medical consent safer, quicker and modern.
Ekimetrics
mars 2021 - sept. 2023
2 ans 7 mois
Paris, France
Senior Data Scientist
janv. 2023 - sept. 2023
9 mois
Paris, France
NLP for Asset-Management : - Maintained and improved a Machine Learning pipeline (Kedro) on Databricks - Developed a Few Shot Learning Sentiment Analysis for Thematic Fund in TensorFlow (HuggingFace) - Implemented new features and managed the tickets' prioritization - Regular updates with asset-managers and investment professionnals Quantitative Marketing: - Marketing Mix Modeling and Optimization for automotive, insurance, retail... - Customers' satisfaction modeling - Developed internal methodologies for correlated variables' analysis (PCA, PLSR, LDA…) - Analysis on content effectiveness, pricing and promotional effects - Geo-Marketing on the tele-communication industry Research and Development: - Topic Modeling - Few Shot Learning with Large Language Models (BERT, RoBerta, GPT-3…)
Confirmed Data Scientist
janv. 2022 - févr. 2023
1 an 2 mois
Paris, France
Junior Data Scientist
mars 2021 - déc. 2021
10 mois
Paris, France
Part-Time Teacher
ENSAE Paris
oct. 2022 - juin 2023
9 mois
Paris, France
Supporting engineering students on a statistical project related to fraud detection
Data Consultant
United Nations
nov. 2020 - févr. 2021
4 mois
Rabat, Maroc
Reported to Senior UN Economist. - Supported the redaction process of the 2021 Common Country Analysis for Morocco - Performed data analysis and visualizations on various topics with R - Collaborated with officials and government's representatives
Research Data Scientist
PwC
juil. 2019 - déc. 2019
6 mois
Luxembourg
Reported to Senior economists, consultants and directors. - Applied econometrics and quantitative methods for asset-management
Asset Management Intern
Mutuelle de Poitiers Assurances
juin 2018 - août 2018
3 mois
Poitiers Area, France
Formation
Université Paris Cité
Diploma of Education, Health/Health Care Administration/Management
2024 - 2024
5 mois
D.U AI Applied to Healthcare
emlyon business school
Master's degree, Management
2018 - 2021
4 ans
Programme Grande Ecole - Master in Management Core courses: Data analysis, Strategic Management, Research in Finance, Designing with web (coding), Artificial Intelligence, Organizational Behavior, Project Management, Marketing, English and Italian. Electives: Statistics with R, Python, Machine Learning, Artificial Intelligence, Corporate Strategy, Deep Learning, Shiny, Text Mining and Neurosciences.
Ecole centrale de Lyon
Master's degree, Computer Sciences
2020 - 2021
1 an 1 mois
Electives in Computer Sciences and Research & Development. Core courses: Big Data, Statistics, Data Science, Databases and Retail engineering. R&D project: « Programmable friction metasurfaces industrialization potential » Computer Sciences project: « Object detection and pose estimation with Few-Shot Learning » Master thesis : « Topic modeling : Unsupervised Learning with Siamese Neural Networks »
University of Paris I: Panthéon-Sorbonne
Bachelor's degree, Economics
2015 - 2018
4 ans
Selective bachelor (75 Students) Core modules: Accounting, Statistics, SQL, Contract Law, Financial Management, Marketing and Quantitative Methods. Electives: Banking Strategy, Economic and Financial Environment, International Finance and Credit and Conflict law.
Licences et certifications
Blooberg Market Concept
Délivré le : nov. 2016