🧪 I like to build things for researchers using machine learning and Python. I have built ML.Recipes for AI4Science, Data-Science-Gui.de for DS learners, and PythonDeadlin.es for Python conference submissions. I semi-regularly write articles for my website and my weekly-ish non-hype AI newsletter. Sometimes, I make videos on YouTube and Tiktok, but they're fairly irregular.
🌦 Formally, I'm a scientist for machine learning, improving global weather forecasts with AI at the ECMWF/@ECMWF, a 2022 fellow of the Software Sustainability Institute for AI4Science, and a Co-chair of the Working Group Modelling for the ITU Global Initiative on Resilience to Natural Hazards through AI Solutions. Most of my ECMWF work is public in the Anemoi framework (my merged PRs).
💻 I list all of my projects at dramsch.net/projects.
Actively developed
- python-deadlines: ⏰ Python conference deadline countdowns, 388 contributions in the last year
- pogo-filter-workshop: Client-side Pokémon GO search string generator for trash and trade filters, with a regional map and trade buddy tracking, 245 contributions in the last year
- keras-complex: Keras-Tensorflow implementation of complex-valued convolutional neural networks, 86 contributions in the last year
In progress
- pogo-cal-de: Automated German translation and personal filtering of Gocalendar.info, 7 contributions in the last year
Finished, maintained as time allows
- seismic-transfer-learning: Deep-learning seismic facies on state-of-the-art CNN architectures (paper code), 93 stars
- ml.recipes: Easy wins for reproducible machine learning in research, as a Jupyter Book tutorial (teaching), 79 stars
- latex-cv-boosted: Two-column CV and Coverletter. Versatile and pleasing. Powered with the magic of LaTeX, 51 stars
- data-science-gui.de: Skillshare Data Science and Business Analytics in Python (teaching), 41 stars
- 70-Years-of-Machine-Learning-in-Geoscience-in-Review: Code to recreate the tutorial and figures in the book chapter (paper code), 37 stars
- and 16 more at dramsch.net/projects
No longer maintained
- COmig: Common Offset Migration using Kirchhoff depth, 17 stars
Contributions
- Currently contributing to ECMWF: 38 merged pull requests and 28 reviews in the last two years, most in anemoi-core
- Earlier: softwareunderground (32), auto-youtube-subscription-playlist-2 (12) and python-organizers (10) merged pull requests and reviews
- Plus about 1,820 contributions to private repositories in the last year
🏳🌈 My pronouns are (they / them)
💸👉trans rights are human rights
Youtube: LiKe, coMMeNt, SubsCrIbE
- Beyond the Hype: Content with ChatGPT and Midjourney
- What do zombies and AI have in common?
- Do you ✨really✨ want to live forever through AI
Blog posts: The Geophysicist | Dramsch.net
- What do zombies and AI have in common?
- Can You Train Machine Learning Models on a Laptop?
- ChatGPT Won't Write For You. It'll Start For You.
Newsletter: Late To The Party
- 😤 If I shenan once, I will shenanigan
- 🐍 Python 3.14 releases this year, making it π-thon
- 🤶 This holiday season just be your-elf
I wrote a book about real-world ML and I give it away to my over 1111+ newsletter subscribers. 👉
I have been teaching all my life, and I try to extend my vast knowledge of AI to others that could find it useful.
- I made a course about data science and business analytics in Python on Skillshare.
- If you're just interested in the higher level understanding of data science, that's also okay and I made a course about it.
- And since we do eventually all want to get a job, I made a small course about crafting a top-tier CV or Resumé for data science jobs.
- I wanted to teach artists about generative AI and its ethical implications.
- Then chatGPT happened, and I wanted to give content creators a deeper understanding of chatGPT and how to use it.
I love coding, writing, and speaking. Feel free to contact me about opportunities, but let's make sure our values align.
- 💬 Ask me about python, machine learning, and data science.
- 👯 I’m looking to collaborate on cool useful projects.
- 🙊 Need a speaker? Maybe we're a match.
- 📫 How to reach me: Here
- ⚡ Fun fact: The singer of Bad Religion has a PhD in evolutionary biology.
I try to contribute to useful open-source projects, but for some reason, the day only has 24 hours.