Ph.D. in Machine Learning
Atlanta, GA
Aug. 2019 — Present
Bachelor of Science (B.S.), GPA: 3.95/4.00
Majors: Computer Sciences (Honor), Statistics (Honor), Mathematics
Madison, WI
Sept. 2015 — May 2019
Atlanta, GA
Aug. 2019 — Present
Member of the Polo Club of Data Science where we innovate scalable, interactive, and interpretable tools that amplify human's ability to understand and interact with billion-scale data and machine learning models.
Undergraduate Researcher, Department of Computer Sciences
Madison, WI
Dec. 2018 — June 2019
Design and implement a visual analytics tool for recommender system resaerchers. Interactively visualized user-item rating matrix with statistics-conditioned sub-sampling to spot abnormal ratings and predictions.
Madison, WI
Dec. 2017 — Aug. 2019
Classify T-cell and breast cancer cell types using fluorescent images with machine learning classifiers with a gradient of complexity. Interpre feature representations of each classifiers. Analyze about 1 million 5-channel cell-painting images of bone tumor cells. Explore latent space between image space and chemical molecule space.
Mentor: Yu Hen Hu
Madison, WI
Feb. 2017 — Dec. 2017
Study how to track car driver’s head position and orientation from low-qualitytraffic video. Develop semi-automatic video annotation software with Viola-Jones frontal facedetector for training object tracking algorithms. Implement real-time face tracking algorithms on iOS devices. Train a facial reenactment model using GANs and port it to iOS device.
Project
Demo
PDF
BibTeX
( * Authors contributed equally )
Project
PDF
BibTeX
( * Authors contributed equally )
Journal of Biophotonics (J. Biophotonics). 2019.
Classifying T cell activity with convolutional neural networks
Dean's List
Achieved at least a 3.60 GPA as freshmen and sophomores, a 3.85 GPA as juniors and seniors
Aug. 2015 – May 2019
University Book Store Academic Excellence Award ($1000)
An award recognizing undergraduate students who have completed an outstanding independent project, such as a senior thesis, at the University of Wisconsin–Madison
May 2019
Honors Senior Thesis Summer Research Grant ($3000)
A research grant funding students to undertake more demanding and extensive senior thesis research projects
June 2018
Welton Summer Sophomore Apprenticeship ($2500)
A research grant awarded to talented students to participate in actual, cutting-edge research
June 2017
Undergraduate Teaching Assistant
Madison, WI
Dec. 2018 — May 2019
Created course notes and weekly assignments, held weekly office hours, and answered student questions on Piazza. The course had 180 undergraduates enrolled.
Notetaker
Madison, WI
Sep. 2016 — May 2019
Provided clearly-written math and statistics notes to students with disability, answered course-related questions.
Academic Coach
Madison, WI
Nov. 2016 — May 2017
Mentored undergraduate students in DDEEA programs for Data Structure course, designed two worksheets and provided detailed solutions every week.
Tutor
Madison, WI
Jan. 2016 — Jan. 2017
Instructed peers one-on-one in programming and math problems for three hours weekly, led review sections to help students study for calculus exams.
B.S. in Computer Science, Georgia Institute of Technology
May 2020 — Present
B.S. in Computer Science, Georgia Institute of Technology
Aug. 2019 — Present
PURA Travel Award (2020)
B.S. in Computer Science, Georgia Institute of Technology
Aug. 2019 — Present
Outstanding Freshman Award (2020)
Reviewer
IEEE Visual Analytics Science and Technology (VAST) 2020
ACM Conference on Information and Knowledge Management (CIKM) 2020
Member
Programming
Python, JavaScript, Swift, R, Julia, PyTorch, TensorFlow, Keras, HTML, CSS, LaTeX, SQL, C++, Git
Design
Affinity Designer, Affinity Photo, Final Cut Pro, Sketch, Keynote, Illustrator, Photoshop
HCI
Think-aloud protocol, User Personas, Rapid Paper Prototyping, Affinity Diagraming