Joakim Olsson
Principal Research Scientist at Cartwheel
San Diego Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolJoakim Olsson is a Principal Research Scientist with a PhD in experimental particle physics and over a decade of experience turning research-grade machine learning into production systems. He currently leads research and production ML at Cartwheel, specializing in generative AI for motion generation, video-to-motion, and embodied AI while optimizing inference pipelines for scale and low latency. His career spans big-data analysis and FPGA and systems work for ATLAS at CERN to building on-prem 48-GPU clusters and real-time robotic sensing pipelines, giving him rare end-to-end expertise from low-level hardware to deployed models. Equally comfortable prototyping novel generative models and architecting robust production infrastructure, he combines scientific rigor with pragmatic engineering. An avid runner, he brings disciplined experimentation and operational focus to high-impact applied research.
10 years of coding experience
13 years of employment as a software developer
Exchange Student, Exchange Student at Tohoku UniversityDoctor of Philosophy (Ph.D.) Physics, Doctor of Philosophy (Ph.D.) Physics at University of ChicagoGraduate Studies Fundamental Physics, Graduate Studies Fundamental Physics at Chalmers University of Technology
Github Skills (21)
atlas10
high-energy-physics9
physics9
proton8
derivation8
python7
classification6
machine-learning5
deep-learning4
tensorflow4
athena4
tuples3
susy3
science2
mlops2
Programming languages (3)
Github contributions (5)
UCATLAS/EoverPAnalysis
Feb 2016 - Apr 2019
Package for E/p analysis with ATLAS run 2 data. (Reads xAODs created by the following derivation: https://github.com/jmrolsson/EoverPxAOD)
Contributions:3 PRs, 131 pushes, 1 branch in 3 years 2 months
derivationfollowingatlas
jmrolsson/EoverPAnalysis
Aug 2016 - Feb 2022
Contributions:60 pushes, 3 branches in 5 years 6 months
derivationfollowingatlas
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