You're seeing this page as if you were . The main menu is still yours, though. Exit from immersion
Amal FethiAF

Amal Fethi

Senior Data Scientist/Analyst

€400/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
Back to original language

About Amal

A graduate of the ENS, after a Master's in MVA and a fascinating NLP internship, I left the world of research to join a startup that, three years later, became one of France's few unicorns. There, I performed both Data Scientist and Data Engineer roles, delving into data, refining preprocessing, identifying interesting features, and also producing models to detect insurance fraud.

The variety of my internships allowed me to explore several types of data analysis: NLP, signal processing, machine learning, chatbots, etc. Most were in Python, but I also learned not to be afraid to code "from scratch" in C# and C++ when necessary.

My last position also involved management and client relations, which particularly taught me to be a good listener to clients and to organize tasks to best coordinate a team. This is a perspective I will always keep in mind when working with and for you.

Finally, having always worked in an international environment and dedicated the last 3 years to English-speaking clients, I speak perfect English if necessary, and I also have a very good command of Arabic.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Arabic

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • Shift technology
    Data Scientist
    BANKING AND INSURANCE
    November 2018 - March 2022 (3 years and 4 months)
    Île-de-France, France
    Fraud 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.
    C# SQL Git Machine learning Data Engineer Data Analysis
  • INRIA
    Research Assistant
    RESEARCH
    April 2018 - August 2018 (4 months)
    Île-de-France, France
    Member 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.
    Python NLP Linguistics Deep Learning
  • Argonne National Laboratory
    Research Assistant
    RESEARCH
    March 2017 - July 2017 (4 months)
    Chicago, IL, USA
    Enabling a robot to converse with a human, execute their commands, and learn from its mistakes. Syntactic analysis of spoken natural language. Binary decision trees.
    XGBoost Neural Networks Python Spark Machine learning

Recommendations

Be the first to recommend Amal

Help this freelancer shine by sharing your experience working together.

These freelancer profiles also match your criteria

AgathaA

Agatha Frydrych

Backend Java Software Engineer

4.7

(3)

2

BaptisteB

Baptiste Duhen

Fullstack developer

4.6

(4)

5

AmedA

Amed Hamou

Senior Lead Developer

4

(2)

7

AudreyA

Audrey Champion

Web developer

4.3

(3)

4

Education

  • Master 2 Mathematics, Vision, Learning (MVA)
    Université Paris-Saclay
    2018
    Data science, Machine Learning, Mathématiques appliquées
  • Normalien (Fellow of the École Normale Supérieure)
    ENS Paris-Saclay (Ex ENS Cachan)
    2018
    D'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)

Skill set (23)

Categories