* Apply automated machine learning(AutoML) to facilitate the exploration of signal-processing pipeline for industrial vibration sensors * Develop on-device learning for anomaly detection in edge device * Visualization of industrial sensor data in real-time

Explore machine learning application in patent analysis Prototype : https://prosecut.herokuapp.com Explore new network analysis for patent data visualization Prototype : https://feednet.herokuapp.com

Provide patentability assessment and evaluate the risk of patent applications for clients Provide consulting service to patent infringement by claim - construction.

Develope interference lithography to fabricate nanchannels in efficeient way at Academia Sinica, and using atomic force microscope AFM to check the fabrication effectiveness. Conduct biological experiments with different type of optical spectroscopy, including total-internal-reflection spectroscopy TIRF, fluorescence spectroscopy, laser scanning confocal microscopy.

Develope interference lithography to fabricate nanchannels in efficeient way at Academia Sinica , and using atomic force microscope AFM to check the fabrication effectiveness. Conduct biological experiments with different type of optical spectroscopy , including total-internal-reflection spectroscopy TIRF , fluorescence spectroscopy , laser scanning confocal microscopy. Aug. 2009 - Jun. 2010 Mental counsultant Pingtong 298 Mechanized Infantry