Antti Karlsson

Antti Karlsson is a highly accomplished theoretical physics PhD with extensive experience in various fields including data science, development management, and medical physics.

Currently working as a development manager/data scientist at the Auria Biobank in Turku University Hospital, Antti has a proven record of developing NLP algorithms for information extraction and classification using techniques like BERT and ULMFiT.

Antti's expertise extends to statistical analysis in Python, particularly in the areas of cancer, rare diseases, and asthma. He has a strong background in building deep learning models for applications in digital pathology and radiology, focusing on cancer detection and mutation analysis.

Antti's academic journey includes studies in theoretical and mathematical physics at both Turun yliopisto and the University of Waterloo, culminating in a Ph.D. with honors from Turun yliopisto.

With prior roles as a Senior Data Scientist at Terveystalo, a Physicist at Turku University Hospital, and a PHD Student at University of Turku among others, Antti has gained a diverse range of experiences in AI, data science, and medical physics.

Antti Karlsson's key strengths lie in his analytical mindset, problem-solving skills, and ability to decipher complex issues to their core elements. He thrives on understanding the bigger picture and delving into the fundamental aspects of problems.

Antti's skills encompass classical statistics, algorithm development, PET- and MR-image data reconstruction, and analysis. He has a demonstrated history of working in interdisciplinary environments, contributing his expertise to various projects across different sectors.