Jesperย Dramsch
Scientist For Machine Learning at Skillshare
Bonn, North Rhine-Westphalia, Germany
Summary
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Top SchoolJesper Dramsch is a Scientist for Machine Learning with 11 years of experience bridging geophysics, academia and industry to deliver practical deep learning solutions for seismic, satellite and weather applications. He holds a PhD in Machine Learning for Geophysics and pioneered transfer learning and GAN-based approaches for seismic interpretation and inversion, while also publishing a 70-year review of ML in geoscience. At ECMWF he designs reproducible ML workflows and curates reference datasets to integrate deep learning into operational forecasting, and his background includes production ML work across space, rail and agricultural projects. A prolific educator and communicator, he teaches data science on Skillshare, runs a popular newsletter and YouTube channel, and contributes to open-source projects like ObsPy. Notably, his work combines physics-aware modeling with pragmatic MLOpsโmaking research methods usable in operational settings.
12 years of coding experience
5 years of employment as a software developer
Heriot-Watt University Edinburgh CampusDoktor (Ph.D.), Geophysics, Machine Learning in 4D Seismics, Doktor (Ph.D.), Geophysics, Machine Learning in 4D Seismics at Danmarks Tekniske UniversitetHigh School Exchange, Excellent, High School Exchange, Excellent at Norton High SchoolJunior Studies Program, Geophysics, Junior Studies Program, Geophysics at Universitรคt Hamburg
German, English, Spanish, python
Github Skills (6)
seismology10
python10
signal-processing9
documentation9
data-analysis8
waveform8
Programming languages (21)
Github contributions (5)
obspy/obspy
Feb 2018 - Feb 2018
ObsPy: A Python Toolbox for seismology/seismological observatories.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:5 commits, 7 PRs, 10 comments in 1 day
Contributions summary:Jesper primarily focused on fixing documentation and indentation issues within the ObsPy library. The commits modified code related to SEG Y file handling, specifically the `segy.py` file. These changes involved correcting the documentation for the `headonly` parameter and ensuring proper code formatting.
obspypythonseismologyobservatoriesscience
JesperDramsch/4D-seismic-neural-inversion
Dec 2019 - May 2022
Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion
Contributions:1 release, 10 commits, 3 pushes in 2 years 5 months
deep-neural-networks
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