Wei-Hsiang Lin Email & Phone Number

Ecublens, Vd, Ch

Ecublens, Vd, Ch

Port, Berne, Switzerland

Lausanne, Vaud, Switzerland

Reinforcement learning in healthy aging and schizophrenia patients• Designed and led experiments to explore reinforcement learning in aging individuals and schizophrenia patients, uncovering significant behavioral insights in the clinical sector.• Applied Q-learning algorithms to analyze data, identifying unique behavioral properties across different subject populations, for enhancing the quality of behavioral assessments.• Fostered international collaboration, ensuring project success through effective cross-cultural team engagement and communication.• Presented findings at three international conferences and drafted three research papers.Behavioral and Neural Markers of Social Dominance• Developed a frontend web application to collect survey and behavioral responses.• Analyzed large-scale data from 150 participants online, employing machine learning techniques on questionnaire and behavioral test data, to pinpoint characteristics of social dominance.• Leveraged advanced statistical modeling on human behavioral and neuroimaging data to uncover a distinct EEG pattern, establishing it as a novel neuromarker for social dominance.

Taipei City, Taiwan

• Conducted human fMRI studies to investigate neural mechanisms behind decision-making, including comprehensive troubleshooting to ensure data integrity.• Processed complex fMRI datasets with High-Performance Computing (HPC) cluster, enhancing analytical efficiency.• Achieved an accuracy of over 85% in predicting behavioral patterns from neural data by using machine learning (SVR) and statistical modeling (GLM).

Taipei City, Taiwan

• Designed custom experimental compartments using AutoDesk and collaborating with local manufacturers achieving a 50% cost reduction over international imports.• Optimized hardware and camera settings to improve the quality of animal behavior and cellular images.• Developed a precise algorithm for tracking animal movements and analyzing cell images, boosting analytical accuracy.

Taichung City, Taiwan

Directed and supervised a team of five in weapons management and maintenance for a military camp of over 100 soldiers.

Doctor Of Philosophy - Phd, Neuroscience

Master'S Degree, Cognitive Neuroscience Science

Bachelor'S Degree, Computer/Information Technology Administration And Management