Hi! My name is Guanyu Chen (or Robin).
I graduated from University of Richmond and Cornell University, and am working in Apple as a Software Engineer.
Contact
I am currently living in Kirkland, WA
You can reach me by
Projects
Signal Modulation Classification Model
During my first semester at Cornell (2017 fall), Yuena, Hari and me helped solve AMC (Automatic Modulation Classification) problem for MITRE Corporation from Machine Learning approaches.
We worked in Python with Keras library and try solving the problem from two approaches, and finally my new model improved the accuracy by 6% in total and by 12% for normal data.
Guanyu's web game playground (deprecated)
This is a web role-playing game as extension of my interest in the Database course. Originally coded in Java, the game supported with database is now ported online and further designed by me and my partner Puran.
Summer Research 2015: Image Autocrop Tool
Worked on Image Classification with dataset of different kinds of birds in 2015 Summer and focused on pre-processing part of the pipeline, I finally built the program that does the autocrop job for all input bird images, which improves considerable accuracy in total. Details in Github link.
Summer Research 2016: Improvement of CNN Program
This program is forked from the Github repository of Dinc, a group member in 2015 Summer Research. As a Image Classification Program works in machine learning way, it uses Convoluted Neural Network to train and improve the ability of machine. What I did is adding methods to enlarge the training set of the neural network, which leads to the improvement of accuracy. Details in Github link.
Pokemon Go Guide
This is a guide page for new players of Pokemon Go. It both introduces the game and provides lots of skills to help you make more right choices. Both Chinese and English supported.