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Magdalena Surowka partly available

Magdalena Surowka

Data Scientist

partly available
Profileimage by Magdalena Surowka Data Scientist from Zuerich
  • 8005 Zürich Freelancer in
  • Graduation: University of St. Gallen, Jagiellonian University
  • Hourly-/Daily rates: not provided
  • Languages: German (Full Professional) | English (Full Professional) | French (Full Professional) | Polish (Native or Bilingual)
  • Last update: 17.02.2021
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Contact Magdalena Surowka
KEYWORDS
Python
Data Science Consultant
Data Science and Analysis
Data Scientist
Data & Analytics
Data Science
statistical analysis
Statistical Modelling
Statistics
Machine Learning
Machine Learning Algorithmen
Machine Learning Scientist
deep learning
keras/tensorflow
Keras
Tensorflow
python programmer
MongoDB
Postgre SQL
Data Analysis
geospatial visualisations
Time Series
Time Series Analysis
TIme Series Forecasting
Data visualization
Optimization
Forecasting & Projections
anomaly detection
Classification
PROFILE PICTURE
Profileimage by Magdalena Surowka Data Scientist from Zuerich
ATTACHMENTS
Portfolio

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SKILLS
Programming: Python, Java, R, MATLAB, SAS
Machine Learning: TensorFlow, Keras, Scikit-learn
Data Science: classification, optimization, forecasting, time series analysis, geospatial analytics
Databases: SQL, NoSQL 
Others: Git, CI/CD
PROJECT HISTORY
  • 10/2019 - Present
    • NxGen Technology AG
    • < 10 employees
    • Internet and Information Technology
  • Data Scientist
  • Optimizing location choice for medical services

    Use geospatial analytics to find optimal locations for new medical cabinets.
  • 06/2019 - 12/2019
  • Data Scientist
  • Reducing aviation fatalities

    Use deep learning to detect pilot cognitive state
    https://github.com/magdasalatka/reduce-aviation-fatalities
  • 08/2019 - 11/2019
  • Data Scientist

  • Detect toxic comments

    Use natural language processing to detect abusive content
    https://github.com/magdasalatka/detect-toxic-content

  • 05/2017 - 06/2019
    • swissQuant AG
    • 50-250 employees
    • Banks and financial services
  • Quant Engineer
  • Goal-based Wealth Management

    Use stochastic dynamic programming for a better investment choice.
  • 03/2015 - 12/2015
    • Axpo AG
    • 1000-5000 employees
    • Energy, water and environment
  • Data Scientist
  • Forecasting electricity demand

    Developing algorithms to forecast electricity demand and maximize powerplants' profit.
  • 07/2014 - 11/2014
    • UBS
    • >10.000 employees
    • Banks and financial services
  • Data Scientist
  • Stress testing

    Simulating stress scenarios to asses the impact of financial shocks on the bank portfolio.
  • 01/2012 - 08/2013
    • IBM
    • >10.000 employees
    • Internet and Information Technology
  • Data Analyst
TIME AND SPATIAL FLEXIBILITY
I am based in Zürich, Switzerland. I am also open to remote cooperation.
I am quite often in Germany, France, Poland and... maybe your location?
OTHER
I believe machine learning should be accessible to everyone.
I help companies implement data-driven approach.
I am a freelance Data Scientist.

http://surowka.ch
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