Joonas Puura

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Summary

👤
Senior
Joonas Puura is an Engineering Manager in Tartu with 11 years of experience building and leading data science and machine learning teams, currently heading Bolt’s Data Science ML Tools & Workflows for Customer Support product. He progressed from hands‑on ML research and engineering—shipping company‑wide ETA/travel‑time and traffic forecasting models and production live‑signal features—to team leadership, hiring and mentoring data scientists while coordinating cross‑team roadmaps. Joonas has a strong academic background from the University of Tartu (MSc, PhD studies) and brings research rigour to production systems, having built backtesting simulators and robust batch/stream training pipelines that improved routing and forecasting stability. He also teaches mobility modelling, underscoring his mix of practical impact and scholarly depth. A detail that stands out: he combines deep experimentation culture (A/B testing and offline/online evaluation harnesses) with product-focused delivery in high‑throughput, real‑time ML environments.
code11 years of coding experience
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Github Skills (15)

extraction6
latex4
data-uri4
mathematics4
python4
process-mining3
csv3
machine-learning3
javascript3
data-mining3
data-science3
svg2
browser2
etl2
statistics2

Programming languages (4)

RVueHTMLPython

Github contributions (5)

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Contributions:2 PRs, 5 pushes, 1 branch in 1 year 10 months
mpi4pypython
Abercus/devianceminingthesis

May 2019 - Oct 2019

Contributions:5 commits, 4 pushes, 1 branch in 5 months
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