Aurélien Nioche - Machine Learning Engineer at ICEYE

Aurélien Nioche

Machine Learning Engineer at ICEYE

Helsinki, Finland

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Summary

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Senior

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Top School

Aurélien Nioche is a machine learning engineer based in Helsinki with a decade of experience bridging cognitive science research and production ML systems. With a PhD in cognitive science and postdoctoral stints at Aalto and Glasgow, he combines deep HCI expertise and experimental design rigor with hands-on software engineering to deliver scalable, user-centered ML solutions. He has progressed from academia to senior engineering roles at Doublepoint and now builds operational models at ICEYE, frequently collaborating across product and engineering teams. Aurélien’s background in psychology and musicology gives him a rare sensitivity to human factors in AI, informing interfaces and data-driven features that prioritize usability as much as performance.

11 years of coding experience

7 years of employment as a software developer

Bachelor's degree, Musicology, Bachelor's degree, Musicology at Université de Tours

Bachelor's degree, PSYCHOLOGY, Bachelor's degree, PSYCHOLOGY at Université Paris Cité

Master's degree, Sciences cognitives, Master's degree, Sciences cognitives at Cogmaster (ENS-PSL, EHESS, Université Paris Cité)

Doctor of Philosophy - PhD, Cognitive Science, Doctor of Philosophy - PhD, Cognitive Science at Sorbonne University

English, French, Japanese

Github Skills (25)

react8

javascript7

ai6

simulations6

machine-learning6

apache-spark6

evaluation6

mlmodel5

computational-neuroscience5

observability5

llmops4

openai4

open-source4

mlops4

prompt-engineering4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

AurelienNioche/MoneyApp

Apr 2017 - Jul 2018

Contributions:18 commits, 16 pushes, 4 branches in 1 year 3 months

AurelienNioche/ActiveTeachingCollaborative

Jan 2021 - May 2022

Contributions:1 PR, 113 pushes, 3 branches in 1 year 3 months

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