一月 2019 - Present
* 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
三月 2016 - 一月 2019
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
七月 2014 - 二月 2016
Provide patentability assessment and evaluate the risk of patent applications for clients
Provide consulting service to patent infringement by claim -
construction.
六月 2010 - 七月 2014
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.
八月 2009 - 六月 2010
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
2011 - 2014
2005 - 2009
Scientific computing: numpy, scipy
Web framework: flask, Django
Machine-learning: scikit-learn, keras, gensim, tensorflow
Nework investigation: networkx
Javascript: cytoscape.js, highcharts.js, D3.js
Database: mongodb, SQL, Postgres
Mandarin. Native Fluency
Taiwanese Native Fluency
English. Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18), writing(22))
Spanish Basic
一月 2019 - Present
* 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
三月 2016 - 一月 2019
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
七月 2014 - 二月 2016
Provide patentability assessment and evaluate the risk of patent applications for clients
Provide consulting service to patent infringement by claim -
construction.
六月 2010 - 七月 2014
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.
八月 2009 - 六月 2010
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
2011 - 2014
2005 - 2009
Scientific computing: numpy, scipy
Web framework: flask, Django
Machine-learning: scikit-learn, keras, gensim, tensorflow
Nework investigation: networkx
Javascript: cytoscape.js, highcharts.js, D3.js
Database: mongodb, SQL, Postgres
Mandarin. Native Fluency
Taiwanese Native Fluency
English. Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18), writing(22))
Spanish Basic