工作經歷
AI enigneer • , Coretronic Inc.
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
Data analyst • Patentcloud Inc
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
Patent Agent • Saintisland Law Firm
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.
Research assistant • Academia Sinica
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.
Mental counsultant 298 Mechanized Infantry • Pingtong
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
學歷
2011 - 2014
National Taiwan University
Master Applied Physics
2005 - 2009
National Taiwan University
Bachelor Physics
技能
- Python:
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
語言
Mandarin. Native Fluency
Taiwanese Native Fluency
English. Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18), writing(22))
Spanish Basic
