Data Scientist
NxGen Technology AG
(Internet and Information Technology, < 10 employees)
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
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
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
Optimizing location choice for medical services
Use geospatial analytics to find optimal locations for new medical cabinets.
Use geospatial analytics to find optimal locations for new medical cabinets.
06/2019
-
12/2019
Data Scientist
(Transport and Logistics, < 10 employees)
Reducing aviation fatalities
Use deep learning to detect pilot cognitive state
https://github.com/magdasalatka/reduce-aviation-fatalities
Use deep learning to detect pilot cognitive state
https://github.com/magdasalatka/reduce-aviation-fatalities
08/2019
-
11/2019
Data Scientist
(Internet and Information Technology, < 10 employees)
Detect toxic comments
Use natural language processing to detect abusive content
https://github.com/magdasalatka/detect-toxic-content
05/2017
-
06/2019
Quant Engineer
swissQuant AG
(Banks and financial services, 50-250 employees)
Goal-based Wealth Management
Use stochastic dynamic programming for a better investment choice.
Use stochastic dynamic programming for a better investment choice.
03/2015
-
12/2015
Data Scientist
Axpo AG
(Energy, water and environment, 1000-5000 employees)
Forecasting electricity demand
Developing algorithms to forecast electricity demand and maximize powerplants' profit.
Developing algorithms to forecast electricity demand and maximize powerplants' profit.
07/2014
-
11/2014
Data Scientist
UBS
(Banks and financial services, >10.000 employees)
Stress testing
Simulating stress scenarios to asses the impact of financial shocks on the bank portfolio.
Simulating stress scenarios to asses the impact of financial shocks on the bank portfolio.
01/2012
-
08/2013
Data Analyst
IBM
(Internet and Information Technology, >10.000 employees)
Local Availability
Open to travel worldwide
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?
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
I help companies implement data-driven approach.
I am a freelance Data Scientist.
http://surowka.ch
