Michalis Papakostas

Applied Machine Learning Researcher at Trase

Chicago, Illinois, United States
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Summary

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Senior
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Michalis Papakostas is an applied machine learning researcher and engineer with a decade of experience building multimodal ML systems and human-centered AI for assistive technologies. He has led interdisciplinary projects from university labs to industry—developing in-ear device-fit automation, multimodal data-logging for hearables, and music AI systems—translating research prototypes into product-facing solutions. His work spans computer vision, audio/speech, wearable sensor fusion, and human–machine interaction, with applied research published at top conferences and collaborations with industry partners like Toyota Research Institute. At GN and SourceAudio he combined technical leadership with stakeholder-facing project management, prioritizing ethical, user-centered AI for people with hearing loss and for artists. Now based in Chicago and working at Trase, he brings rare cross-domain fluency: deep research rigor plus hands-on engineering to ship ML systems in the wild. An underappreciated strength is his consistent emphasis on real-world data collection and study design, ensuring models are grounded in human behavior rather than lab-only benchmarks.
code10 years of coding experience
job5 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.) Computer Science, Doctor of Philosophy (Ph.D.) Computer Science at The University of Texas at Arlington
book5-year Diploma Electronics and Computer Engineer, 5-year Diploma Electronics and Computer Engineer at Technical University of Crete
languagesEnglish, German, Greek
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Stackoverflow

Stats
91reputation
8kreached
4answers
9questions
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Github Skills (84)

sequence10
tokenizer9
textual9
audio9
speech9
music-generation9
midi8
deep-learning8
symbolic-music8
generative-model8
machine-learning8
music-information-retrieval8
audio-processing8
backend7
model-conversion7

Programming languages (4)

C++CJupyter NotebookPython

Github contributions (5)

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MikeMpapa/sklearn_wrapper

Mar 2020 - Oct 2020

Contributions:13 commits, 11 pushes, 1 branch in 6 months
Contributions:26 commits, 28 pushes, 5 branches in 2 years
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