Arno Solin
Associate Professor (with Tenure) In Machine Learning
Helsinki, Finland
Summary
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Rockstar🎓
Top SchoolArno Solin is an Associate Professor with tenure in Machine Learning at Aalto University and an Academy of Finland Research Fellow with 15 years of experience in Bayesian statistics, sequential models, and uncertainty quantification. He leads research programs at FCAI and serves as a PI in ELLIS Institute Finland, translating probabilistic theory into practical sensor-fusion and generative-modeling solutions. His background spans academia and industry, including a Visiting Research Fellowship at Cambridge and leadership of core positioning algorithm development at IndoorAtlas. Arno’s work bridges signal processing and modern deep learning, with a strong track record of publications and cross-disciplinary collaborations in neuroscience and engineering. He frequently advises startups and maintains an active role in shaping next-generation deep learning research in Finland. A less obvious strength is his sustained focus on principled uncertainty estimation, which informs both robust real-world systems and cutting-edge generative modelling.
15 years of coding experience
15 years of employment as a software developer
Doctor of Science (D.Sc.) Computational Science, Doctor of Science (D.Sc.) Computational Science at Aalto University
Finnish, Swedish, English, German
Github Skills (66)
approximate10
octave10
gaussian-processes10
bayesian10
survival-analysis10
gaussian10
signal-processing9
matlab9
toolbox9
python9
regression9
bayesian-inference9
mcmc9
spatial-analysis9
classification9
Programming languages (10)
Github contributions (5)
EEA-sensors/ekfukf
Sep 2010 - Feb 2016
Contributions:25 commits in 5 years 5 months
matlabtoolboxukfoctaveekf
asolin/aalto-data-science-hackathon
Apr 2015 - Apr 2015
Contributions:63 commits, 8 pushes, 1 branch in 3 days
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