André Graubner
Principal Machine Learning Engineer at Topos Bio
United States
Summary
👤
Senior🎓
Top SchoolAndré Graubner is a Principal Machine Learning Engineer with eight years of experience building high-impact AI systems at the intersection of climate science, biotech, and foundational protein modeling. He led creation of the largest expert-labeled dataset for extreme weather and helped deliver the fastest AI-driven weather detector, and at NVIDIA improved probabilistic calibration of FourCastNet to near-IFS levels—work highlighted by Jensen Huang. Now at Topos Bio he focuses on foundation models for flexible proteins, bringing research rigor from academia (ETH Zürich, Tsinghua) and hands-on production experience across ESA, Berkeley Lab, and R&D roles. He combines strong Bayesian deep learning and dataset engineering skills with a knack for turning large, messy scientific problems into scalable AI solutions. An intriguing aside: his GitHub ethos—"types are rad"—hints at an engineer who values correctness and robust tooling as much as cutting-edge models.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Tsinghua UniversityBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at ETH Zürich
German, English, Chinese
Github Skills (15)
simulator9
gaussian8
simulation8
optimization7
machine-learning6
python6
gaussian-processes6
hyperparameter-tuning4
analytics4
experimental-design4
posenet3
deep-neural-networks3
pose2
validation2
tensorflow1
Programming languages (2)
Github contributions (5)
andregraubner/ClimateNet
Nov 2020 - Oct 2021
Climate Analytics using Deep Neural Networks in Python.
Contributions:19 commits, 4 pushes, 9 comments in 11 months
analyticspythonclimateneural-networksmachine-learning
andregraubner/andregraubner.github.io
Feb 2023 - Dec 2024
Contributions:17 pushes, 2 branches in 1 year 10 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.