Taiwan
An engineer with a solid background in biomedical signal analysis, great knowledge in machine learning, excellent programming skills in Python, C, and Matlab, and much experience in the development of algorithms to solve classification, regression, inverse problems. Desire to understand how the human body and the human mind works. Looking for the job opportunity being able to let me work on decoding human behavior and prevention of psychological disease.
Duty: - Experiment design and data analysis (brain signals, ECG, PPG) - Development of machine learning models - Writing papers and funding applications Main projects: - Developing AI model for depression prevention and identification - Developing brain modulation technique for depression treatment and prevention - Developing biomarker for improvement of Kansei visualization model
Duty: - Product investigation for AI-based biosensor systems - Development of machine learning models - Experiment design and data analysis - Technique support for projects required machine learning techniques Main projects: - Developing AI applications in healthcare - Developing AI applications in intelligent manufactures
Duty: - Developing algorithms and implementing software to analyze the brain signals - Writing research proposals and journal/conference articles - Presenting research outcomes in the meetings or conferences Main project: - Developing algorithm for cross-frequency coupling estimation - Investigating neural communications during emotional prosody processing Collaborative projects: - Motor-imagery brain-computer interface - Mind reading (reconstruction of visual images and percussion stimuli from fMRI and MEG) - Autoencoder-based source reconstruction
Developed algorithms for source imaging and connectivity imaging from MEG signals, maintained the source imaging software for MEG signal analysis, wrote research proposals and reports for funding applications, and assisted supervising master students.
Course names: - Linear algebra - Biomedical signal processing - Introduction to computers - Advanced academic writing - Functional brain imaging