http://www.fengtsosun.com• 5+ years of research experience in machine learning and its mobile applications. Published over 10 papers in the related areas.• 3 years of summer internship experience at Palo Alto Research Center (PARC), Nokia Research Center, and Qualcomm Research Center.• Filed 1 U.S. patent on the context-aware service control mechanism during the internship.• Strong programming skills in C++ and Python. Experience with iOS development.• Extensive experience in data analysis/visualization using R and Matlab.
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KapitoPalo Alto, Ca, Us -
Co-FounderKapito Jan 2017 - PresentHsinchu, Taiwan, TwWe're hiring! -
Software EngineerComprehend Systems Jun 2014 - Apr 2016
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Ph.D. StudentCarnegie Mellon University Aug 2009 - May 2014Pittsburgh, Pa, Us- Nonparametric Discovery of Human RoutinesDesigned and implemented nonparametric Bayesian framework for human activity/routine discovery using multimodal sensor data. Our approach automatically discovers latent human r!outines without the need of predefined model parameters.-Topic Modeling for Group-buying Data AnalysisAdopted topic models with modifications to learn users’ preference and take into account u!sers’ followship, co-buying records to provide better purchase prediction accuracy.-User Demographic Profile PredictionApplied semi-supervised learning to the problem of predicting demographic profiles from browser interaction history (e.g., scrolling or typing in address bar) and achieved 72% gender prediction accuracy on a dataset of 7,600 users. -
Research InternPalo Alto Research Center (Parc) Jun 2011 - Aug 2011Palo Alto, California, UsProposed an approach that encodes the local appearance descriptors transformation byusing visual experience as a graph for the traditional feature matching scheme for large scale image retrieval in a wide viewpoint setting. -
Research InternNokia Research Center May 2010 - Dec 2010Prototyped a mobile system to monitor users’ physiological measurements and activity level.Applied pattern recognition methods to monitored signals to interpret users’ mental state. Filed a U.S. patent and published two conference papers.
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Graduate StudentUcla 2007 - 2009Los Angeles, Ca, Us -
Software InternQualcomm Research Center Jun 2008 - Sep 2008San Diego, Ca, UsDeveloped an end-to-end medication tracking solution from IEM (Ingestible Event Marker) tobackend server. Designed and prototyped on-body sensor and mobile application for body sensor network. -
StudentNational Tsing Hua University 2001 - 2005Tw
Feng-Tso Sun Skills
Feng-Tso Sun Education Details
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Carnegie Mellon UniversityComputer Engineering -
UclaComputer Engineering -
National Tsing Hua UniversityElectrical Engineering
Frequently Asked Questions about Feng-Tso Sun
What company does Feng-Tso Sun work for?
Feng-Tso Sun works for Kapito
What is Feng-Tso Sun's role at the current company?
Feng-Tso Sun's current role is Co-Founder at Kapito Inc..
What schools did Feng-Tso Sun attend?
Feng-Tso Sun attended Carnegie Mellon University, Ucla, National Tsing Hua University.
What skills is Feng-Tso Sun known for?
Feng-Tso Sun has skills like Machine Learning, Python, Matlab, Research, Computer Engineering, Android, C++.
Who are Feng-Tso Sun's colleagues?
Feng-Tso Sun's colleagues are Hp Chang, Juliana Pan, Yu-Sin Huang.
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