Antti Karlsson
Principal Consultant at Krosswise
Turku, Southwest Finland, Finland
Summary
👤
Senior🎓
Top SchoolAntti Karlsson is a Principal Consultant and PhD in theoretical physics with nine years of experience applying statistical methods, NLP and deep learning to healthcare problems, including cancer detection in digital pathology and radiology. He has led analytics teams and built production-ready ML pipelines for patient and business data at healthcare providers and biobanks, and has strong expertise in PET/MR image reconstruction and medical physics. Antti combines old-school and modern NLP (ULMFiT, BERT) for information extraction from clinical text and has driven research collaborations to unlock unstructured EHR data. Known for a no-nonsense, analytical approach, he excels at distilling complex problems to their essence while keeping an eye on the big picture. An unusual but telling detail: outside of work he maintains the discipline to deadlift 400 pounds, reflecting his persistent, results-oriented mindset.
9 years of coding experience
6 years of employment as a software developer
Docent, Medicine, Docent, Medicine at Turun yliopisto - University of TurkuDoctor of Philosophy (Ph.D.), Theoretical and Mathematical Physics, Accepted with honors, Doctor of Philosophy (Ph.D.), Theoretical and Mathematical Physics, Accepted with honors at Turun yliopistoMaster of Science (MSc), Theoretical and Mathematical Physics, 5, Master of Science (MSc), Theoretical and Mathematical Physics, 5 at University of Waterloo
Finnish, English, Swedish, German
Github Skills (16)
api6
api-client6
salesforce6
python5
rest-api4
bids4
computer-vision4
rest4
vtk3
machine-learning3
image-analysis3
medical-image-processing3
neuroimaging3
image-processing3
scientific-computing2
Programming languages (1)
Github contributions (5)
AnttiKarlsson/finnish_ulmfit
Jul 2019 - Oct 2019
Contributions:39 commits, 36 pushes, 1 branch in 3 months
AnttiKarlsson/karttadata
Jul 2021 - Jul 2021
Contributions:2 pushes, 1 branch in 1 day
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