linkedin: linkedin.com/in/david-m-chan github: github.com ...davidchan/content/resume.pdf ·...
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David ChanPersonal InfoAddress: 2412 Atherton St. Berkeley, CA, 94704 Phone: 303-475-5153Email: [email protected]: linkedin.com/in/david-m-chan Github: github.com/DavidMChanWebsite: people.eecs.berkeley.edu/~davidchan
Education2017 - PresentUniversity of California, Berkeley PhD Computer Science- Advised by Dr. John Canny, 4.0 GPA
2013-2017University of Denver, BSc Mathematics and Computer Science- 4.0 GPA, Summa Cum Laude, Honors with Distinction, Phi Beta Kappa
ExperienceSummer 2019Dropbox, PhD Research InternDesigned, developed and deployed Dropbox's first ever AI for content analysis at production scale. Pioneered novel multimedia representation learning algorithms.
2018NASA, Jet Propulsion Laboratory, InternDeveloped flight-ready provable Al systems for high-risk environments. Contributed core software to DARPA Subterranean Challenge team.
2014 - 2017Dreamface Technologies, Research AssistantDeveloped novel deep learning based computer vision algorithms in collaboration with the University of Denver to aid children with Autism Spectrum Disorders.
2015 - 2017University of Denver, Undergraduate Lecturer
2016 - 2017University of Denver, Research Assistant
2015 - 2016Google, Student Ambassador
Summer 2014ID Tech Camps, Instructor
Publications (Selected)ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations, NeurlPS Deep Learning Workshop, 2019GPU Accelerated t-Distributed Stochastic Neighbor Embedding, Journal of Parallel and Distributed Computing (JPDC), 2019 (Outstanding Paper Award@ HPML 2018)Using hierarchical constraints to avoid conflicts in multi-agent pathfinding, International Conference on Automated Planning and Scheduling (ICAPS), 2017Going deeper in facial expression recognition using deep neural networks, IEEE Winter conference on applications of computer vision (WACV), 2016Facial Expression Recognition from the World Wild Web, Computer Vision and Pattern Recognition Workshops (CVPRW),2016
Awards (Selected)CITRIS Tech Innovation Grant, 2019Herbert J Greenberg Award for Excellence in Mathematics, 2017Departmental Service Award - University of Denver, 2017Undergraduate Student Researcher of the Year, 2017Outstanding Mathematics Major, 2015,2016,2017
SkillsProgramming Languages (Advanced): C++, C, Java, Python, CUDAProgramming Languages (Working): Javascript, Scala, Swift, Matlab, R, C#Programming Languages (General): Go, PHPTechnologies (Deep Learning): Tensorflow, Pytorch, Caffe, Keras, MxNet, Numpy, SKLearnTechnologies (Distributed): OpenMP, MPI, Spark, Hadoop, NCCLTechnologies (Misc): HTML, CSS, GIT, Bash, Bazel, GCP, Azure, AWS