Per Fallgren
AI ML Engineer at Mölnlycke Health Care
Sweden
Summary
👤
Senior🎓
Top SchoolPer Fallgren is an AI/ML engineer and PhD-trained researcher with nine years’ experience building speech, NLP and multimodal systems, currently applying research-grade ML at Mölnlycke Health Care. His background in cognitive science and philosophy of mind informs a human-centered approach to large language models, speech processing, and music generation, grounded in empirical work from a KTH PhD on finding speech and humans-in-the-loop. He has industry experience from Amazon projects on multimodal sound classification and the Alexa Prize conversational AI, blending representation learning and few-shot methods with product-minded delivery. Per combines academic rigor—conference work and cross-disciplinary summer schools at Oxford and eNTERFACE—with practical engineering, making him adept at turning complex cognitive questions into deployable ML solutions. An often overlooked strength is his fluency across experimental design, teaching, and applied research, enabling rapid prototyping informed by human factors.
9 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Cognitive Science, Bachelor's degree, Cognitive Science at Linköpings universitetDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at KTH Royal Institute of Technology22.5 Credits, Philosophy: Core Studies in the Arts and Sciences, 22.5 Credits, Philosophy: Core Studies in the Arts and Sciences at Lunds universitetMaster’s Degree, Cognitive Science, Master’s Degree, Cognitive Science at Linköping University
English, Swedish
Github Skills (5)
music9
audio9
flask8
python7
web-framework3
Programming languages (3)
Github contributions (5)
perfall/Edyson
Jun 2018 - Feb 2022
Flask-based web framework for visualisation and explorative listening of audio.
Contributions:61 commits, 1 PR, 58 pushes in 3 years 8 months
pythonlisteningvisualisationflaskweb-based
perfall/SeeYourSound
Aug 2017 - Sep 2017
Contributions:11 commits, 11 pushes, 1 branch in 28 days
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