Deric

Hello!

I'm an undergrad studying computer science in the Allen School at the University of Washington.

I'm a researcher in the Allen School's Programming Languages & Software Engineering group.

Last summer, I worked in Alexa Machine Learning at Amazon.

I studied at ETH Zürich as a computer science exchange student.

I was a Software Engineering/Research Intern at Marchex. Before that, I was an Software Development Engineering Intern at Amazon in payment services.

I play violin in the UW Symphony Orchestra and the UW Chamber Music Club.

Blog

Stuff Coming Soon!

Projects

Tellina

Translates English sentences into Bash commands using deep learning.

Search Engine

Implemented using a language model and term frequency model.

Digit Recognition

Digit recognition using k-NN, an SVM (PEGASOS and Random Fourier Features), and a CNN.

Automatic Bug Finder

Finds bugs by minimizing patches with delta debugging.

N-Gram Language Models

Implemented with Katz back-off and linear interpolation.

Large Scale Machine Learning

Parallel machine learning algorithms.

Diff Utils

Easily modify unified diff files.

Pong

Small game of Pong written using PyGame.

Publications

Program Synthesis from Natural Language Using Recurrent Neural Networks

University of Washington Department of Computer Science and Engineering technical report UW-CSE-17-03-01, (Seattle, WA, USA), Mar. 2017

Xi Victoria Lin, Chenglong Wang, Deric Pang, Kevin Vu, Luke Zettlemoyer, and Michael D. Ernst

Evaluating and improving fault localization

In ICSE 2017, Proceedings of the 39th International Conference on Software Engineering, (Buenos Aires, Argentina), May 2017

Spencer Pearson, José Campos, René Just, Gordon Fraser, Rui Abreu, Michael D. Ernst, Deric Pang, and Benjamin Keller

Contact

email: dericp[at]cs[dot]washington[dot]edu