Projects

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Silvesterlauf<br/>Bonn 2025
Silvesterlauf
Bonn 2025

Dec 2025
25. Siebengebirgsmarathon<br/>Bad Honnef 2025
25. Siebengebirgsmarathon
Bad Honnef 2025

Dec 2025
Drachenlauf<br/>Siebengebirge 2025
Drachenlauf
Siebengebirge 2025

Oct 2025
ITU Global Initiative<br/>AI for Resilience to Natural Hazards — Co-chair
ITU Global Initiative
AI for Resilience to Natural Hazards — Co-chair

Dec 2025

⭐ Featured
42. Drei-Brücken-Lauf<br/>Bonn 2025
42. Drei-Brücken-Lauf
Bonn 2025

Oct 2025
8. #ZeroHungerRun<br/>Bonn 2025
8. #ZeroHungerRun
Bonn 2025

Sep 2025
23. Löwenburglauf<br/>Königswinter 2025
23. Löwenburglauf
Königswinter 2025

Sep 2025
CLIMADEMIC Summer School 2025
CLIMADEMIC Summer School 2025

Jul 2025
Firmenlauf 2025
Firmenlauf 2025

Jun 2025
Pyladies Panel<br />PyCon Germany
Pyladies Panel
PyCon Germany

Apr 2025
PyCon Germany<br />Talk
PyCon Germany
Talk

Apr 2025

⭐ Featured
Lightning Talk PyCon Germany
Lightning Talk PyCon Germany

Apr 2025
Hyrox Cologne<br/>Finisher 2025
Hyrox Cologne
Finisher 2025

Apr 2025
Explainability in AI for Geoscience<br/>Nature Geoscience Paper
Explainability in AI for Geoscience
Nature Geoscience Paper

Feb 2025
ECMWF Anemoi Training Webinar
ECMWF Anemoi Training Webinar

Jan 2025
Introduction to Anemoi: Framework Overview Webinar
Introduction to Anemoi: Framework Overview Webinar

Jan 2025
Discover Anemoi: ECMWF Webinar Series
Discover Anemoi: ECMWF Webinar Series

Jan 2025
Python Snakes for Pythondeadlines
Python Snakes for Pythondeadlines

Jan 2025
Anemoi Core Mono-repo Migration
Anemoi Core Mono-repo Migration

Dec 2024
AIFS-CRPS: Ensemble Forecasting with CRPS Loss
AIFS-CRPS: Ensemble Forecasting with CRPS Loss

Dec 2024
Introduction to Anemoi at ECMWF ML Offsite
Introduction to Anemoi at ECMWF ML Offsite

Nov 2024
Testing Python with Pytest
Testing Python with Pytest

Sep 2024
Robustness of AI-Based Weather Forecasts in a Changing Climate
Robustness of AI-Based Weather Forecasts in a Changing Climate

Sep 2024
Cultivating Trust in AI for Disaster Management
Cultivating Trust in AI for Disaster Management

Sep 2024
Tübingn AI Talk
Tübingn AI Talk

Jul 2024
VDBIO AI Talk Series
VDBIO AI Talk Series

Jul 2024
ECMWF Anemoi Models
ECMWF Anemoi Models

Jun 2024
The Rise of Data-Driven Weather Forecasting
The Rise of Data-Driven Weather Forecasting

Jun 2024
AIFS-ECMWF's Data-Driven Forecasting System
AIFS-ECMWF's Data-Driven Forecasting System

Jun 2024
Talk Bonner Wissenschaftsnacht
Talk Bonner Wissenschaftsnacht

May 2024
Updated Pixi Python tutorial
Updated Pixi Python tutorial

May 2024
Python Conference Deadlines Redesign
Python Conference Deadlines Redesign

Apr 2024
Lightning Talk PyCon Germany
Lightning Talk PyCon Germany

Apr 2024
Python Conference Deadlines I18N
Python Conference Deadlines I18N

Mar 2024
Organiser ECMWF Training Course ML for NWP
Organiser ECMWF Training Course ML for NWP

Mar 2024
ECMWF Training Course ML for Numerical Weather Prediction
ECMWF Training Course ML for Numerical Weather Prediction

Mar 2024
Collaboration Workshop Steering Committee
Collaboration Workshop Steering Committee

Jan 2024
Regional Data-Driven Weather Modeling
Regional Data-Driven Weather Modeling

Jan 2024
SSI Blog Post Siren's call of AI alignment
SSI Blog Post Siren's call of AI alignment

Dec 2023
SSI Blog Post Building Inclusive Communities
SSI Blog Post Building Inclusive Communities

Dec 2023
NVBM Symposium Operational ML in Weather
NVBM Symposium Operational ML in Weather

Nov 2023
Mentor ECMWF Code4Earth 2023<br/>Diffusion Models for NWP
Mentor ECMWF Code4Earth 2023
Diffusion Models for NWP

Sep 2023
AI models GraphCast
AI models GraphCast

Aug 2023
Mental Health First Aider
Mental Health First Aider

Jul 2023
Skillshare Course Teacher ChatGPT for Content Creators
Skillshare Course Teacher ChatGPT for Content Creators

Jul 2023
ChatGPT for Creative and Content Creators
ChatGPT for Creative and Content Creators

Jul 2023
SSI Blog Post Zero to Not Zero
SSI Blog Post Zero to Not Zero

Jul 2023
AI models Spherical FourCastNetv2
AI models Spherical FourCastNetv2

Jun 2023
ChatGPT for Creatives
ChatGPT for Creatives

Jun 2023
ECMWF Science Blog Co-Author
ECMWF Science Blog Co-Author

Jun 2023
SSI Fellows Update
SSI Fellows Update

May 2023
Drone Pilot A1/A3
Drone Pilot A1/A3

May 2023
AI models FourCastNet
AI models FourCastNet

May 2023
Community Building Talk<br/>SSI Group
Community Building Talk
SSI Group

Apr 2023
Guest Lecture<br />Brown University
Guest Lecture
Brown University

Apr 2023

⭐ Featured
Aker Data Science CoP<br/>Invited Talk
Aker Data Science CoP
Invited Talk

Apr 2023
SSI Blog Post Speedrunning a Workshop on Reproducibility for Machine Learning in Science
SSI Blog Post Speedrunning a Workshop on Reproducibility for Machine Learning in Science

Mar 2023
Data Science Guide
Data Science Guide

Mar 2023
ECMWF MOOC Machine Learning – Deep Learning
ECMWF MOOC Machine Learning – Deep Learning

Mar 2023

⭐ Featured
ML Recipes
ML Recipes

Feb 2023

⭐ Featured
Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers
Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers

Mar 2023
ECMWF MOOC Machine Learning – ML Evaluation
ECMWF MOOC Machine Learning – ML Evaluation

Feb 2023
SSI Blog Post How to increase citations, ease reviews and facilitate collaboration
SSI Blog Post How to increase citations, ease reviews and facilitate collaboration

Feb 2023
WMO S2S Challenge
WMO S2S Challenge

Jan 2023
ECMWF MOOC Machine Learning
ECMWF MOOC Machine Learning

Jan 2023
SSI Blog Post Making machine learning more reproducible with scientists at EuroSciPy 2022
SSI Blog Post Making machine learning more reproducible with scientists at EuroSciPy 2022

Dec 2022
Real-world Perspectives in Machine Learning for Science
Real-world Perspectives in Machine Learning for Science

Dec 2022
Pydata Global Big Data Panel
Pydata Global Big Data Panel

Dec 2022
Stable Diffusion Lookbook
Stable Diffusion Lookbook

Nov 2022
Skillshare Course Teacher AI Art
Skillshare Course Teacher AI Art

Nov 2022
Session Moderator FG-AI4NDM ITU/WMO/UNEP Workshop
Session Moderator FG-AI4NDM ITU/WMO/UNEP Workshop

Oct 2022
Climate Research Centre Singapore
Climate Research Centre Singapore

Oct 2022
NUS IMS Applied ML Conference
NUS IMS Applied ML Conference

Oct 2022
SSI Nitrox 32 EAN
SSI Nitrox 32 EAN

Sep 2022
Euroscipy Talk<br />ML Reproducibility
Euroscipy Talk
ML Reproducibility

Sep 2022
Euroscipy Lightning Talk<br />SSI Fellow
Euroscipy Lightning Talk
SSI Fellow

Sep 2022
Euroscipy Lightning Talk<br />Pythondeadlin.es
Euroscipy Lightning Talk
Pythondeadlin.es

Sep 2022
Euroscipy Tutorial ML Reproducibility
Euroscipy Tutorial ML Reproducibility

Aug 2022

⭐ Featured
Euroscipy Tutorial Code for ML Reproducibility
Euroscipy Tutorial Code for ML Reproducibility

Aug 2022

⭐ Featured
Python Conference<br />Deadlines
Python Conference
Deadlines

Jul 2022

⭐ Featured
SSI Blog Post Would I fit in?
SSI Blog Post Would I fit in?

Aug 2022
Session Chair for AI<br/>in Atmospheric Science
Session Chair for AI
in Atmospheric Science

Jul 2022
Podcast Interview<br/>Code for Thought
Podcast Interview
Code for Thought

Jul 2022
SSI Blog Post Hold the best meeting you ever attended
SSI Blog Post Hold the best meeting you ever attended

Jul 2022
Content People Share
Content People Share

Jul 2022
Mastering Tiktok
Mastering Tiktok

Jun 2022
Podcast Interview Data Science Show with Daliana Liu
Podcast Interview Data Science Show with Daliana Liu

Jun 2022
Hugging Face Course<br />German Translation
Hugging Face Course
German Translation

Apr 2022
ECMWF Training Course ML for Numerical Weather Prediction
ECMWF Training Course ML for Numerical Weather Prediction

Apr 2022
Craft Great Resumé Points for Data Jobs
Craft Great Resumé Points for Data Jobs

Apr 2022
Skillshare Course Teacher Data Science Resumé
Skillshare Course Teacher Data Science Resumé

Apr 2022
Session Chair<br/>ECMWF ML Workshop
Session Chair
ECMWF ML Workshop

Mar 2022
ECMWF Training Course ML for Numerical Weather Prediction
ECMWF Training Course ML for Numerical Weather Prediction

Feb 2022
Seismica Tech<br />Editorial Board Member
Seismica Tech
Editorial Board Member

Jan 2022
Skillshare Course Teacher Bitcoin Prediction
Skillshare Course Teacher Bitcoin Prediction

Dec 2021
Software World Ep. #26
Software World Ep. #26

Nov 2021
Pydata Global<br />Talk
Pydata Global
Talk

Oct 2021
2022 Fellow Software Sustainability Institute
2022 Fellow Software Sustainability Institute

Jan 2022

⭐ Featured
Pydata Global Impact Panel
Pydata Global Impact Panel

Oct 2021
Keynote<br />EAGE
Keynote
EAGE

Oct 2021
Forbes Quote
Forbes Quote

Aug 2021
Guest Lecture<br />University of Hamburg
Guest Lecture
University of Hamburg

Jul 2021

⭐ Featured
ITU (UN) Focus Group<br />AI for Natural Disaster Mngmt
ITU (UN) Focus Group
AI for Natural Disaster Mngmt

Jun 2021

⭐ Featured
Article Published in<br />Analytics Vidhya
Article Published in
Analytics Vidhya

Jul 2021
Polywork Interview
Polywork Interview

Jun 2021
Youtube Success
Youtube Success

Jun 2021
Seismic 2021 Conference Young Professionals Panel
Seismic 2021 Conference Young Professionals Panel

May 2021
Data Structures and Algorithms in Python
Data Structures and Algorithms in Python

May 2021
AWS Technical Essentials
AWS Technical Essentials

Apr 2021
Content Marketing Blogging for Growth
Content Marketing Blogging for Growth

Mar 2021
AWS Cloud Essentials
AWS Cloud Essentials

Mar 2021
Machine Learning in Geoscience PhD Defense
Machine Learning in Geoscience PhD Defense

Feb 2021

⭐ Featured
Skillshare Course Teacher<br />No-Code Data Science
Skillshare Course Teacher
No-Code Data Science

Feb 2021
Agile* Blog
Agile* Blog

Jan 2021
Complex-Valued Neural Networks for Machine Learning on Non-Stationary Physical Data
Complex-Valued Neural Networks for Machine Learning on Non-Stationary Physical Data

Jan 2021
Top Download Articles Wiley
Top Download Articles Wiley

Dec 2020
Managing Data Analysis
Managing Data Analysis

Dec 2020
John's Hopkins<br />Executive Data Science
John's Hopkins
Executive Data Science

Dec 2020
Executive Data Science Capstone
Executive Data Science Capstone

Dec 2020
Data Science in Real Life
Data Science in Real Life

Dec 2020
Building a Data Science Team
Building a Data Science Team

Dec 2020
A Crash Course in Data Science
A Crash Course in Data Science

Dec 2020
Pyjamas Invited Talk
Pyjamas Invited Talk

Dec 2020
Mention on Ian Oszvald's Blog
Mention on Ian Oszvald's Blog

Nov 2020
IA para todos
IA para todos

Nov 2020
Pydata Global 2020
Pydata Global 2020

Oct 2020

⭐ Featured
Nape Futa<br/>Invited Talk
Nape Futa
Invited Talk

Oct 2020
Chevening Alumni<br/>Invited Talk
Chevening Alumni
Invited Talk

Sep 2020
Problem Solving Intemediate
Problem Solving Intemediate

Sep 2020
Problem Solving Basic
Problem Solving Basic

Sep 2020
MidMeetPy Podcast Ep. 21
MidMeetPy Podcast Ep. 21

Sep 2020
Skillshare Course Teacher Data Science with Python
Skillshare Course Teacher Data Science with Python

Aug 2020

⭐ Featured
Kaggle Machine Learning Explainability
Kaggle Machine Learning Explainability

Jul 2020
Kaggle Intro SQL
Kaggle Intro SQL

Jul 2020
Kaggle Advanced SQL
Kaggle Advanced SQL

Jul 2020
IBM Professional Certificate<br />Data Science
IBM Professional Certificate
Data Science

Jul 2020
Applied Data Science Capstone
Applied Data Science Capstone

Jul 2020
Machine Learning with Python
Machine Learning with Python

Jul 2020
Data Analysis with Python
Data Analysis with Python

Jul 2020
What is Data Science?
What is Data Science?

Jul 2020
Tools for Data Science
Tools for Data Science

Jul 2020
Python for Data Science, AI & Development
Python for Data Science, AI & Development

Jul 2020
Databases and SQL for Data Science with Python
Databases and SQL for Data Science with Python

Jul 2020
Data Visualization with Python
Data Visualization with Python

Jul 2020
Data Science Methodology
Data Science Methodology

Jul 2020
Learn to Teach an Amazing Skillshare Class
Learn to Teach an Amazing Skillshare Class

Jul 2020
70 years of machine learning<br />in geoscience in review
70 years of machine learning
in geoscience in review

Jun 2020

⭐ Featured
Reviewer JOSS CoreBreakout
Reviewer JOSS CoreBreakout

Jun 2020
ML Group<br/>Invited Talk
ML Group
Invited Talk

May 2020
ExproNews Feature
ExproNews Feature

Feb 2020
DigEx 2020 Talk
DigEx 2020 Talk

Jan 2020
EAGE Student e-Lecture<br /> Machine Learning
EAGE Student e-Lecture
Machine Learning

Jan 2020

⭐ Featured
Kaggle Kernels Expert<br />Rank 81
Kaggle Kernels Expert
Rank 81

Dec 2019

⭐ Featured
Kaggle Bronze Kernel<br />Deepfake Detection
Kaggle Bronze Kernel
Deepfake Detection

Dec 2019
Kaggle Silver Kernel<br />Combinatorial Opt
Kaggle Silver Kernel
Combinatorial Opt

Dec 2019
Productivity for Creatives
Productivity for Creatives

Dec 2019
Real Productivity: How to Build Habits that Last
Real Productivity: How to Build Habits that Last

Nov 2019
Keras Complex<br />Maintainer
Keras Complex
Maintainer

Oct 2019
Machine Learning in Geoscience PhD Thesis
Machine Learning in Geoscience PhD Thesis

Nov 2019

⭐ Featured
Scikit-Learn pr
Scikit-Learn pr

Sep 2019
Notion Beginner Guide
Notion Beginner Guide

Aug 2019
Tensorflow pr
Tensorflow pr

Jul 2019
Kaggle Gold Kernel<br />Chest X-Rays
Kaggle Gold Kernel
Chest X-Rays

Jun 2019
Viz Contest Winner Data is Beautiful Subreddit
Viz Contest Winner Data is Beautiful Subreddit

Jun 2019
Physics in Deep Learning Paper Presentation
Physics in Deep Learning Paper Presentation

Jun 2019
Physics in Deep Learning Paper
Physics in Deep Learning Paper

Jun 2019
ML in 4D Seismic ETLP<br/>Research Talk
ML in 4D Seismic ETLP
Research Talk

May 2019
Intro to Machine Learning & Mentored Sprint @Transform
Intro to Machine Learning & Mentored Sprint @Transform

May 2019
Kaggle Bronze Kernel<br />Happiness Score
Kaggle Bronze Kernel
Happiness Score

May 2019
Deep Learning 4D Inversion Presentation
Deep Learning 4D Inversion Presentation

Apr 2019
Deep Learning 4D Inversion Paper
Deep Learning 4D Inversion Paper

Apr 2019
Agile* Training Courses in ML and Python
Agile* Training Courses in ML and Python

Feb 2019
GMM Image Segmentation<br />Paper & Presentation
GMM Image Segmentation
Paper & Presentation

Nov 2018
GMM Image Segmentation Paper
GMM Image Segmentation Paper

Nov 2018
DL Information Theory Poster Presentation
DL Information Theory Poster Presentation

Nov 2018
DL Information Theory Paper
DL Information Theory Paper

Nov 2018
Transfer Learning Paper Presentation
Transfer Learning Paper Presentation

Oct 2018
Transfer Learning Paper
Transfer Learning Paper

Oct 2018
Deep learning in geophysical imaging Invited Talk
Deep learning in geophysical imaging Invited Talk

Oct 2018
Review PyGeoPressure Journal of Open Source Software
Review PyGeoPressure Journal of Open Source Software

Oct 2018
Pandas pr
Pandas pr

Sep 2018
Review First Break
Review First Break

Sep 2018
Lightning Talk Euroscipy
Lightning Talk Euroscipy

Aug 2018
Kaggle Gold Kernel<br />Salt Seismic
Kaggle Gold Kernel
Salt Seismic

Jul 2018
Quickseis - Deep Seismic Modeling<br />Audience Prize
Quickseis - Deep Seismic Modeling
Audience Prize

Jul 2018
EAGE coding Show<br/>Invited Talk
EAGE coding Show
Invited Talk

Jun 2018
EAGE Job Advice<br/>Invited Talk
EAGE Job Advice
Invited Talk

Jun 2018
Embedders - Cluster Visualization<br />Winners of Show
Embedders - Cluster Visualization
Winners of Show

Jun 2018
ML Potential ETLP<br/>Invited Discussion
ML Potential ETLP
Invited Discussion

Jun 2018
Expat Data Visualization
Expat Data Visualization

Jun 2018
Awesome Open Geoscience List<br />Maintainer 2.5 years
Awesome Open Geoscience List
Maintainer 2.5 years

Oct 2017

⭐ Featured
DTU Interview
DTU Interview

Nov 2017
Calibrate Geomechanical Models using 3D and 4D Seismic Data
Calibrate Geomechanical Models using 3D and 4D Seismic Data

Sep 2017
Calibrate Geomechanical Models using 3D and 4D Seismic Data
Calibrate Geomechanical Models using 3D and 4D Seismic Data

Sep 2017
Review Journal Petroleum Eng and Tech
Review Journal Petroleum Eng and Tech

Jul 2017
Reservoir Geomechanics
Reservoir Geomechanics

Jun 2017
Model2Seis - Deep Learning Seismic Inversio Winners of Show
Model2Seis - Deep Learning Seismic Inversio Winners of Show

Jun 2017
Gizmodo Interview<br />New Zealand Earthquake
Gizmodo Interview
New Zealand Earthquake

Nov 2016
Falling Walls Participant
Falling Walls Participant

Oct 2016
Teaching Assistant Physics DTU
Teaching Assistant Physics DTU

Oct 2016
Undersampled Radio Ep 20
Undersampled Radio Ep 20

Aug 2016
PADI Advanced Open Water
PADI Advanced Open Water

Jun 2016
Traptris - Geology Game
Traptris - Geology Game

May 2016
Rapid Seismic Inversion Paper Presentation
Rapid Seismic Inversion Paper Presentation

May 2016
Rapid Seismic Inversion Paper
Rapid Seismic Inversion Paper

May 2016
SEG Wiki Committee
SEG Wiki Committee

Apr 2016
CPHVolunteers Gold Tier Teamleader 2 years
CPHVolunteers Gold Tier Teamleader 2 years

Jan 2016
Using CPC in Classification
Using CPC in Classification

Nov 2015
Introduction to European patent system
Introduction to European patent system

Nov 2015
Gizmodo Feature<br />Chile Earthquake
Gizmodo Feature
Chile Earthquake

Sep 2015
PADI Open Water
PADI Open Water

Jun 2015
Master Thesis
Master Thesis

Apr 2015
Teaching Assistant – Applied Seismics – University of Hamburg
Teaching Assistant – Applied Seismics – University of Hamburg

Nov 2013
52 things you should know about geology
52 things you should know about geology

Nov 2013
TAZ Newspaper Interview
TAZ Newspaper Interview

Oct 2013
Habitica Pixel Art
Habitica Pixel Art

Mar 2013
Gizmodo feature<br />Pangea Poster
Gizmodo feature
Pangea Poster

Jan 2013
Famelab Germany Finale
Famelab Germany Finale

Oct 2012
Famelab Hamburg competition
Famelab Hamburg competition

Jan 2012
Bachelor Thesis
Bachelor Thesis

Aug 2011
Way of the Geophysicist
Way of the Geophysicist

Aug 2011
Science Slam Contestant
Science Slam Contestant

Jul 2011
Geophysical Activity Programme
Geophysical Activity Programme

Jun 2011
Seismic Interpolation Poster
Seismic Interpolation Poster

May 2011
Seismic Interpolation Paper
Seismic Interpolation Paper

May 2011
Teaching Assistant – Basics of Programming and Data Analysis – University of Hamburg
Teaching Assistant – Basics of Programming and Data Analysis – University of Hamburg

Sep 2010
Special Prize Jugend forscht
Special Prize Jugend forscht

Apr 2007
3rd Prize<br />Jugend forscht
3rd Prize
Jugend forscht

May 2005
3rd Prize<br />Schüler experimentieren
3rd Prize
Schüler experimentieren

Apr 2002
2nd Prize<br />Schüler experimentieren
2nd Prize
Schüler experimentieren

May 2000