Fereshteh Rabbani

Angestellt, Senior Data Scientist, Kaufland e-commerce
Hamburg, Germany

Fähigkeiten und Kenntnisse

Machine Learning
Data Science
Python-Programmierung
Tableau Software
Git
Statistical Analysis
Data Modelling
MySQL
ETL
Deep Learning

Werdegang

Berufserfahrung von Fereshteh Rabbani

  • Current 3 years and 2 months, since Apr 2023

    Senior Data Scientist

    Kaufland e-commerce
  • Current 5 years and 5 months, since Jan 2021

    Data Scientist

    Receeve GmbH
  • 1 year, Feb 2020 - Jan 2021

    Data Scientist

    Neuroethology group

    • Design and implement programming code to process images using OpenCV. • Develop object detection and behavior analysis algorithms using deep learning knowledge. • Collaborate with Engineering team to deliver completed systems & product.

  • 2 years and 8 months, Aug 2017 - Mar 2020

    Research Assistant

    Eotvos lorand University

    • Extraction and preprocessing data from APIs and web scraping. • Implemented a clustering algorithm and text analysis to perform user segmentation. • Predicted the most influential users using Random Forest model.

  • 1 year and 2 months, Jun 2014 - Jul 2015

    Data Analyst

    Danesh Gostar rak

    • Performed advanced statistical techniques (A/B testing, regression) to test model quality. • Identified features influencing the customer’s response through sales promotion. • Increased sales and customer satisfaction by tracking patterns of buying behavior. • Create executive Tableau dashboards and KPIs to make strategic business decisions

  • 1 year and 4 months, Feb 2013 - May 2014

    Data Analyst

    Extrade start up

    • Utilized Python scripting skills to analyze data and establish key metrics. • Developed financial models and forecasting stock market using time series ARIMA. • Identified trends and improved forecasting accuracy by 78% to make informed decisions. • Working in cross-functional project teams that include ETL development, and visualization.

Ausbildung von Fereshteh Rabbani

  • 4 years and 7 months, Sep 2015 - Mar 2020

    Physics

    Shahid Beheshti University

Sprachen

  • English

    C1 (Fließend)

  • German

    B1-B2 (Gute Kenntnisse)

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