Juho Timonen
Computational Scientist
Espoo, Finland
Summary
👤
Senior🎓
Top SchoolJuho Timonen is a computational scientist with nine years of experience blending applied mathematics and computer science to build probabilistic models for biological data. He holds a Doctor of Science (Tech.) with research roots at Aalto University focused on nonparametric modeling, single-cell RNA-seq dynamics, molecular network inference, variational inference and probabilistic programming. Now at Generable, he translates advanced Bayesian and deep generative methods into practical tools for longitudinal and high-dimensional biological problems. Juho’s background teaching university-level mathematics and hands-on work in model selection algorithms give him a rare mix of rigorous theory, pedagogical clarity, and production-minded implementation. He is based in Espoo, Finland, and brings both academic depth and real-world impact in computational biology and probabilistic modeling.
9 years of coding experience
2 years of employment as a software developer
Master of Science (Tech. ), Applied Mathematics, Master of Science (Tech. ), Applied Mathematics at Aalto UniversityUpper Secondary School of Iisalmi
English, Finnish, Swedish
Github Skills (52)
r-package10
bayesian-data-analysis10
gaussian-processes10
linear-models10
regression10
mixed-models10
bayesian10
eigen10
meta-analysis10
variable-selection10
rstanarm10
gaussian10
longitudinal-data10
stan10
equation10
Programming languages (11)
Github contributions (5)
jtimonen/lgpr
Sep 2018 - Mar 2019
Contributions:234 pushes, 1 branch in 6 months
jtimonen/vaes-for-music
May 2019 - May 2019
Contributions:20 commits, 18 pushes, 1 branch in 1 day
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