Giorgos Giarmatzis

Post Doctoral Researcher @Democritus University of Thrace - (D.U.Th.)

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Data scientist and researcher with expertise in biomechanics and machine learning for biomedical data analysis. PhD in Biomedical Sciences with specialized training in Python, data science, and AI through certifications from prestigious institutions. Developed explainable machine learning models for stroke prediction, real-time neural networks for joint force prediction, and innovative visualization approaches for biomechanical time-series data. Published researcher with papers demonstrating the application of Random Forest, SVM, and neural networks to complex healthcare problems. Currently pursuing advanced studies in informatics while teaching and researching at university level.

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Work Background

Adjunct Lecturer

Democritus University of Thrace - (D.U.Th.)Adjunct Lecturer

Teaching Assistant

Democritus University of Thrace - (D.U.Th.)Teaching Assistant

Oct. 2023Komotiní, Eastern Macedonia and Thrace, GreeceTeaching Sports Biomechanics - Undergraduate and Post-graduate Level Teaching Therapautic Training and Rehabilitation - Undergraduate Level

Research Assistant

Democritus University of Thrace - (D.U.Th.)Research Assistant

May. 2021 - Dec. 2023Komotiní, Eastern Macedonia and Thrace, GreeceWorking on a project that aspires to explore correlations between neurologic, neuroimaging and biomechanical biomarkers and better understand stroke motion and motor recovery.

Research Assistant

University of PatrasResearch Assistant

Sep. 2019 - May. 2021Rio, PatrasWorking on computational modeling of the knee structure for real-time gait retraining and surgical intervention in a virtual reality enviroment. plus, I got experienced with ML workflows and build an NN for estimating knee forces real time based on joint angles.

PhD student

KU LeuvenPhD student

Sep. 2012 - Sep. 2016Worked on calculation of peak mechanical loading at the hip through musculoskeletal modeling during various exercises, thus investigating their osteogenic potential in order to optimize training programs that address osteoporosis.

Teacher (Physics/Chemistry)

Private SchoolTeacher (Physics/Chemistry)

Sep. 2006 - Jun. 2012

Teacher

Private SchoolTeacher

Jan. 2006 - Jan. 2012

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