About Amal
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Experience
- Shift technologyData ScientistBANKING AND INSURANCENovember 2018 - March 2022 (3 years and 4 months)Île-de-France, FranceFraud detection for US insurance companies, specializing in commercial insurance. Data cleaning, mapping, feature engineering, data analysis with various AI methods. Primarily used languages: C# and SQL.
- INRIAResearch AssistantRESEARCHApril 2018 - August 2018 (4 months)Île-de-France, FranceMember of the ALManACH team. NLP with very little labeled data: deep learning and development of linguistic resources for North African Arabic dialects. Morphosyntactic analysis, POS tagging, dependency parsing, mixing French, Classical Arabic, and Algerian Arabic. Primarily coded in Python.
- Argonne National LaboratoryResearch AssistantRESEARCHMarch 2017 - July 2017 (4 months)Chicago, IL, USAEnabling a robot to converse with a human, execute their commands, and learn from its mistakes. Syntactic analysis of spoken natural language. Binary decision trees.
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Education
- Master 2 Mathematics, Vision, Learning (MVA)Université Paris-Saclay2018Data science, Machine Learning, Mathématiques appliquées
- Normalien (Fellow of the École Normale Supérieure)ENS Paris-Saclay (Ex ENS Cachan)2018D'abord une année de formation d'ingénierie généraliste, puis deux années d'électronique (M1 et M2), une année de césure à l'étranger, et enfin une quatrième année complétée avec le M2 MVA (voir plus bas)