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Amin AbdaouiAA

Amin Abdaoui

Data Scientist: NLP / ML / DL (PhD)

€500/day
28 projects
Toulouse, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Amin

Doctor of Computer Science from the University of Montpellier, I am mainly interested in text mining applied to social networks (tweets, blogs, forums, etc.) and more generally in data science.

Currently Data Scientist NLP at AirBus BizLab and mentor for an online Data Science master's degree (OpenClassrooms).

During my thesis, I built a sentiment lexicon (polarity and emotion) for French. This lexicon is used for academic and commercial applications in France and Canada.

I also developed a sentiment analysis system that ranked first in one of the three sentiment classification tasks of the eleventh text mining challenge (DEFT 2015) and achieved second place in the latest edition DEFT 2017.
The system allows for automatic learning of the best feature and parameter configuration according to the benchmark. It has been tested on tweets, movie reviews, book reviews, video game reviews, and parliamentary debates.

I have collaborated with companies to assist them with sentiment analysis, classification, and textual data annotation tasks using brat, and finally named entity recognition.

After my thesis, I worked at the University of Montpellier for a year where I was involved in a research project in biomedical NLP in collaboration with Stanford University.

I can meet the following needs:
- Data collection and cleaning
- Data study and manual annotation (crowdsourcing..)
- Feature engineering, model training, and tuning
- Making results and models available for future use
  • Arabic

    Native or bilingual

  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Toulouse (up to 50km)

Experience

  • OpenClassrooms
    Data Scientist Mentor
    EDUCATION AND E-LEARNING
    July 2017 - Today (8 years and 11 months)
    Mentor for an online Data Science master's program offered by OpenClassrooms in partnership with CentraleSupélec:
    https://openclassrooms.com/paths/data-scientist
    Data science Machine learning
  • AirBus BizLab
    Data Scientist NLP
    TECH
    November 2017 - Today (8 years and 7 months)
    Toulouse, France
    GeoTrend Project: a business discovery platform
    NLP Data science Machine learning Google cloud
  • Université de Montpellier
    Teaching and Research Assistant
    RESEARCH
    September 2016 - August 2017 (1 year)
    Montpellier, France
    Teaching: imperative programming and object-oriented programming
    Research: enriching a biomedical data annotator with NLP techniques (http://bioportal.lirmm.fr/)
    NLP

Reviews

5.0

Out of 6 ratings

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Reviewed on 8/22/2018

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Reviewed on 12/18/2017

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Education

  • State Engineer in Computer Science
    National Higher School of Computer Science, Algiers, Algeria
    2013
    Major de promotion
  • Master in Computer Science
    National Higher School of Computer Science
    2013
    Major de promotion

Certifications

Skill set (25)

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