Gustaf Ahdritz
PhD Candidate
Cambridge, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolGustaf Ahdritz is a PhD candidate and software engineer with seven years of experience building production-ready ML systems and MLOps pipelines from Cambridge, MA. He brings deep hands-on expertise in GPU-efficient PyTorch engineering, notably contributing to openfold—a trainable, memory-efficient AlphaFold2 reproduction—where he implemented core modules like Invariant Point Attention and memory-aware inference. Gustaf combines research rigor with practical backend and deployment skills, bridging academic models and scalable tooling. Educated at Columbia, he operates comfortably at the intersection of computational biology and systems engineering. Colleagues value his ability to translate complex model components into maintainable, high-performance code and reproducible training workflows.
7 years of coding experience
Columbia University in the City of New York
Github Skills (13)
gpu-programming10
pytorch10
machine-learning10
deep-learning10
python10
model-optimization9
bioinformatics9
algorithm9
algorithms9
inference8
cuda8
optimization8
optimisation8
Programming languages (5)
Github contributions (5)
aqlaboratory/openfold
Sep 2021 - Dec 2022
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
Role in this project:
Back-end Developer & MLOps Engineer
Back-end Developer & MLOps EngineerContributions:6 releases, 1 review, 674 commits in 1 year 3 months
Contributions summary:Gustaf's contributions appear to focus on developing a trainable, memory-efficient, and GPU-friendly PyTorch implementation of AlphaFold 2. Their commits involve adding and modifying code related to the core structure module, including implementing the Invariant Point Attention (IPA) and AngleResnet components. Further contributions encompass defining and integrating loss functions for the model, as well as setting up a memory-efficient inference pipeline.
pytorchmemorygpualphafoldreproduction
gahdritz/gahdritz.github.io
Oct 2022 - Mar 2025
Contributions:82 pushes in 2 years 4 months
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