| Jan 2015 - Present |
Post-Doctoral Researcher at University of California, Davis
Supervised more than 10 graduate-level researchers, including 5 Ph.D. students and 4 Master’s
students, in various research projects. Conduct research in topics mainly spanning the fields of information visualization and visual analytics:
- Introduced novel visualization techniques for performing event sequence analysis.
- Created visual interfaces to handle privacy concerns in multiple types of data, such as event sequence, social network, and tabular data. Development environment: Node.js, D3.js, Python.
- Incorporated data mining and statistical algorithms to interactive systems for enabling domain experts, such as neuroscientists and clinicians, analyze their data at scale. Development environment: Python, R, TensorFlow.
- Designed user studies and performed statistical analysis on the results using R.
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| Oct 2013 - Nov 2014 |
Assistant IT Coordinator (Alternative Military Service) at
Department of Information Technology, Taipei City Government
Planned a $1-billion NTD budget for IT&C equipment and software systems for 2017 Taipei Universiade, coordinated with FISU’s IT&C consultant on behalf of IT&C Division, Taipei Organization Committee
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| Feb 2012 - Oct 2012 |
Visiting Student at University of California, Davis
Studied the performance of audio-augmented visualization.
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| Summer 2010 |
Summer Intern at Trend Micro, Inc.
Integrated multiple visualization toolkits for network user behavior analysis.
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| Sep 2007 - Jul 2013 |
Graduate Student Research Assistant at National Taiwan University of Science and Technology
Research on algorithm design and system development for multimedia applications. Topics including:
- Interactive systems for simulating facial features and hairstyle swapping in images.
- Privacy aware image, video, and volumetric data storage and processing.
- Visual analysis of time-varying network data.
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