Biography

Senior data expert. Georg specializes in working with large-scale spatio-temporal graph data, focusing on an end-to-end view of data pipelines and holistic data architecture. As an experienced engineer, he has delivered impactful solutions in fraud detection, mobility analytics, and predictive maintenance in cable networks. As an architect he is working on transitioning the data platform of Magenta to the cloud.

During his doctoral studies, Georg researched inferring supply networks and analyzed the societal impact of government interventions during the COVID-19 pandemic using mobility data. He shares his enthusiasm for data as a lecturer on data science and big data, inspiring up-and-coming data talents. Additionally, Georg is an active speaker and organizer at meetups, contributing to the growth of the data science community.

Outside of his professional life, Georg enjoys rowing and hiking in the mountains, reflecting his love for nature and physical activity.

Interests
  • Geo-spatial analytics
  • Time series
  • Network analytics
  • Large and fast data
  • Responsible AI
Education
  • Dr. techn. Informatics, 2023

    TU Wien

  • MSc in Business Informatics, 2018

    TU Wien

  • BSc in Business Informatics, 2015

    TU Wien

Recent Posts

Projects

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tsai
State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai. Recently I started to contribute to this project.
CSH Skillup
Chair skillup session at the CSH
H3 conda-forge
Conda forge offers effortless installation of various well tested python packages. I am a maintainer of H3 and H3-py on conda-forge.
Datalake for the enterprise & large geospatial data
Reverse engineering old data pipelines ; ) and analyzing huge quantities of spatial data.
Datalake for the enterprise & large geospatial data
Music streaming Analytics
Anomaly detection for music streaming royalties
Music streaming Analytics
Predictive credit scoring
Individual cost based classification model outperforms classical processes.
Predictive credit scoring
PredictR
PredictR is a fintech startup which turns personal transaction lists into cashflow forecasts. It allows customers to explor their financial future to put life decisions into context. http://predictr.eu/.
PredictR
VDSG
Vienna Data Science Group [VDSG] is a nonprofit association promoting knowledge about data science. I am a member here and help newcomers find their way into data science. https://viennadatasciencegroup.at/.
VDSG

Recent Publications

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(2024). Cost-Effective Big Data Orchestration Using Dagster: A Multi-Platform Approach. Cost-Effective Big Data Orchestration Using Dagster: A Multi-Platform Approach.

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(2024). The diaspora model for human migration. The diaspora model for human migration.

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(2023). Visual analytics of mobility network changes observed using mobile phone data during COVID-19 pandemic. VISUAL ANALYTICS OF MOBILITY NETWORK CHANGES OBSERVED USING MOBILE PHONE DATA DURING COVID-19 PANDEMIC.

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(2022). Specialization in Criminal Careers. Specialization in Criminal Careers.

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(2022). Viral variant-resolved wastewater surveillance of SARS-CoV-2 at national scale. Viral variant-resolved wastewater surveillance of SARS-CoV-2 at national scale.

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