Freelancer profile translated to English.
Back to original languageAbout Yassine
Engineer by training, I have been working in data science for 8 years as a data scientist, including 3 years as a lead.
- Project management and lead on projects
- Production deployment of a health insurance fraud detection model (annual gains > €1M)
- Detection of injured people via machine learning (gains > €500k)
- Processing of noisy images via various approaches: signal processing + deep learning (autoencoder)
- Reading documents (scanned): OCR (Tesseract, easyocr, Transformers OCR) (gains 5 FTE)
- Understanding and extracting information from scanned documents: approach via Transformers (BERT)
- Reading of ID cards, passports, and bank account details (process improvement)
- Time series forecasting (product improvement)
- LMM Engineering, development of a contract reading tool
- RAG
French
Native or bilingual
English
Fluent
Arabic
Fluent
Can work on-site
Paris (up to 50km)
Experience
- AXA FranceLead Data ScientistBANKING AND INSURANCEOctober 2018 - Today (7 years and 8 months)Nanterre, France
- Pole leonard de vinciAdjunct ProfessorEDUCATION AND E-LEARNINGJuly 2020 - Today (5 years and 11 months)Adjunct Professor (70 hours per semester) at engineering school (ESILV)Machine learning for M1 studentsDeep learning for M2 students
- CNP AssurancesData ScientistBANKING AND INSURANCEMay 2017 - September 2018 (1 year and 5 months)
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Education
- Economics Course,Collège de France,Cours d'Economie,
- SpecializationEcole supérieure d'ingénieurs Léonard de Vinci,2018Spécialité