Ian Etheredge
AI Research Team Lead at Cinemo
Karlsruhe, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolIan Etheredge is an AI research team lead and MLOps architect with 11 years of experience building production-ready machine learning systems and data ecosystems that span from large GPU clusters to low-power embedded hardware. Trained as a PhD researcher at MPI and the University of Konstanz, he combines deep representation learning, generative modeling, and statistical physics to extract interpretable structure from high-dimensional images and behavioral time series. At Cinemo he leads efforts to push AI to the edge, optimizing models and infrastructure for constrained devices while enabling close collaboration between engineers and data scientists. His background includes designing instrumentation and automated pipelines in academic settings and rescuing terabytes of previously unusable data, highlighting a practical aptitude for turning noisy research data into deployable solutions. Based in Karlsruhe, he brings a rare blend of academic rigor and production-focused engineering to applied AI problems.
11 years of coding experience
9 years of employment as a software developer
Bachelor of Science - BS, Bachelor of Science - BS at The University of Texas at Austin
English, Spanish, German
Github Skills (5)
architecture2
mlp2
python2
tensorboard2
tensorflow1
Github contributions (5)
ietheredge/stereocam
Oct 2015 - Dec 2020
Contributions:35 commits, 5 pushes, 1 branch in 5 years 3 months
RobertIan/imageIMUsync
Oct 2015 - Feb 2016
Contributions:288 pushes, 1 branch in 4 months
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