Amine Akrout

data scientist

Moves to Paris

  • 48.8546
  • 2.34771
  • Indicative rate €470 / day
  • Experience 2-7 years
  • Response rate 100%
  • Response time A few days
Propose a project The project will only begin when you accept Amine's quote.

Availability not confirmed

Propose a project The project will only begin when you accept Amine's quote.

Location and geographical scope

Location
Paris, France
Can work in your office at
  • Paris and 30km around

Preferences

Project length
  • ≤ 1 week
  • ≤ 1 month
  • Between 1-3 months
  • Between 3-6 months
  • ≥ 6 months
Business sector
  • Small Retail
  • Consulting & Auditing
  • E-commerce
  • Software Publisher
  • Energy & Utilities
+15 autres

Verifications

  • Verified email

Influence

Kaggle

Kaggle : Amine Akrout Amine Akrout
  • Contributor Tier
  • 0 Rank
  • 0 Bronze
  • 0 Silver
  • 0 Gold

Languages

  • Anglais

    Full professional proficiency

  • Français

    Native or bilingual

Skills (26)

Amine in a few words

Experience and Background
I am an Engineer in Statistics and I have 4+ years of experience in data analysis, Machine Learning and visual analytics.

I have experience in the following areas:

- Data Visualisation : creating Interactive reports and visualizations with MS Excel (power-pivot) and other tools (Tableau, Qlick, Pentaho)
- Data Extraction/ETL : manipulating large-scale data sets (power Query, Talend Open Studio, Pentaho Data Integration)

I also have experience in Data Mining, Machine Learning and Statistical Analysis :
  • Building predictive models using statistical packages such as R, Python, SAS.
- Multivariate linear and logistic regression
- Tree Based Models
- Boosted models and Ensemble Learning

  • Text Mining and Sentiment Analysis.
  • Social Network Analysis and Graph visualization.
  • Scalable Machine Learning using H2O, PySpark and SparkR

During my spare time, I also enjoy participating on data science competitions hosted on Kaggle.com and datascience.net in order to develop my skills and learn about new tools and algorithms.

I am looking for opportunities to work in the Data Analytics / Science - Machine Learning field.
I am a quick learner and I have creative attitude to work.


Amine AKROUT

Portfolio

Experience

Kantar Health

Health, Wellness & Fitness

Marketing Data Scientist

September 2015 - September 2016

- Réalisation du Contrôle des données, de l’Extraction, de l’Agrégation et du Matching.
- Soutien des actions commerciales en utilisant les outils d’exploration de données.
- Élaboration des modélisations statistiques / Data Mining et rendu des interprétations

Freelancer

Digital Agency and IT company

Data Scientist

January 2015 - Today

- Designing surveys, collecting and analyzing data, interpreting the results
- Creating Statistical/Econometric models and hypothesis testing
- Developing interactive Data Visualization and dynamic Dashboards
- Data extraction, cleaning, feature selection, and preprocessing
- Predictive analysis using Machine Learning techniques
- Text mining and sentiment analysis
- Time series analysis

Education

Certifications

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