À propos de Lina
Solide expérience en data science avec une expérience significative dans le développement et la mise en œuvre d'application IA à grande valeur et forte valeur ajoutée dans plusieurs secteurs.
🏅 Machine Learning • Deep Learning • Time Series • NLP • Computer Vision • Graph Neural Networks • Reinforcement Learning • Research • Code • MLOps
✅ Experte Dataiku
🎓 Formation : Ecole des Ponts et Chaussées et Ecole d'économie de Paris.
👉 Offre de service:
✔️ Développement de projets de Data Science (de la conception et du prototypage à la mise en œuvre et à la mise en production)
✔️ Sessions de coaching sur mesure
✔️ Formation à la Data Science à travers des conférences ou des ateliers de plusieurs jours.
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Espagnol
Notions
Accepte de travailler sur site
Paris (jusqu’à 50 km)
Expériences
- Data ImpulseLead Data ScientistCONSEIL & AUDITmars 2023 - Aujourd'hui (3 ans et 3 mois)Paris, FranceI help companies harness the power of AI to drive growth and innovation.✓ DECATHLON - 12 monthsBuilt a recommendation system for in-store products using clustering, ML, and collaborative filtering to tailor assortments by store profile.✓ BIOLEVATE - 18 monthsDesigned and deployed an advanced LLMOps pipeline for omics data analysis, combining statistical rigor with large language model–based interpretation to accelerate biological insight and drug discovery.✓ AZURA - 4 monthsDeveloped advanced time-series forecasting models for tomato harvest and supply-chain planning, integrating agronomic, weather, and logistics data to reduce stockouts and optimize production across regions.✓ L’OREAL - 8 monthsDeveloped a robust LLM annotation process and an advanced ML-based approach to classify customer reviews by specific business topics across multiple languages.✓ LITTLE CIGNOGNE - 3 monthsDeveloped AI-driven recommender systems for an e-retail company, boosting sales through enhanced customer personalization.✓ GIVAUDAN - 8 monthsImplemented fragrance classification models for a global flavors and fragrances manufacturer, optimizing product development and marketing✓ TRANSFO LABS - 1 monthEngineered an LLM-powered chatbot for local document querying, enhancing information accessibility and user engagement.✓ INSIKIT INTELLIGENCE - 1 monthTrained GNN-based models to detect and mitigate misinformation on social networks, safeguarding information integrity.
- SORBONNE UNIVERSTÉAdvanced Machine Learning InstructorEDUCATION & E-LEARNINGavril 2024 - Aujourd'hui (2 ans et 2 mois)Delivered advanced machine learning course to a class of 30 students, covering deep learning, NLP, time series analysis, and interpretability with engaging lectures and practical, hands-on sessions.
- DataikuSenior Data ScientistCONSEIL & AUDITmars 2021 - mars 2023 (2 ans et 1 mois)Paris, FranceDataiku is an end-to-end data science platform that brings together all stakeholders within a company to create high-impact industrialized projects.✔️ Helped +21 companies in the design and implementation of their data science projects by conducting coaching sessions and co-developing with them.✔️ Developed +7 projects leveraging machine learning techniques across several industries, including banking, transportation, healthcare, and public institutions.✔️ Built +3 pre-packaged projects on industry-proven use cases as well as other platform add-ons to accelerate value creation for customers.
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Formations
- Diplôme d'ingénieurÉcole des Ponts ParisTech2020Top French engineering school Ranked as #3 French Engineering School in 2017 Specialization in Applied Mathematics & Computer Sciences • Statistics & Data Analysis • Computer Science & Machine Learning • Econometrics • Corporate Finance, M&A • Operations research
- Master of Science - MS, Economic Decision and Cost Benefit AnalysisParis School of Economics2020Focus on econometrics applied to sectors of the economy currently in full expansion: planning, energy, environment, health, digital transformation.
Certifications
- AWS Certified Cloud PractitionerAWS2021