Austin P. Wright

Civic AI + Social Computing researcher

I’m a Ph.D. student in the College of Computing at Georgia Tech advised by Polo Chau.

My research in Civic AI aims to solve problems intersecting machine learning, human-computer interaction, and public policy, by using a strong principled basis in both mathematical and human centered principles to actualize the potential of new technologies for social good with usability, interpretability, and fairness.


Education

Fall 2019 —PresentPh.D. in Machine Learning
PresentGeorgia Institute of Technology
Advisor: Duen Horng (Polo) Chau

Fall 2018 —Fall 2019Msc. in Computing with Specialism in Machine Learning
Fall 2019Imperial College London
Thesis: Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings
Degree Class: Merit

Fall 2014 — Spring 2018B.A. in Physics and Computer Science
Spring 2018University of California, Berkeley
Overall GPA: 3.63 Physics GPA: 3.59 CS GPA: 3.87

Research Experience

Fall 2019 —PresentGeorgia Institute of Technology, Atlanta, GA
PresentGraduate Research Assistant, School of Computational Science and Engineering
Advisor: Duen Horng (Polo) Chau
Member of the Polo Club of Data Science where we bridge and innovate at the intersection of data mining and human-computer interaction to synthesize scalable, interactive, and interpretable tools that amplify human’s ability to understand and interact with big data.

Fall 2019 —PresentCenters for Disease Control and Prevention, Chamblee, GA
PresentORISE Fellow, National Center for Injury Prevention and Control
Mentor: Steve Sumner
Introduced natural language processing and data visualization tools for detecting emerging trends in the opiod epidemic.

Summer 2018Los Alamos National Laboratory, Los Alamos, NM
Graduate Researcher, Dr. G. Robert Keepin Nonproliferation Summer School
Mentor: Karen Miller
Designed and built machine learning data analysis models and visualization dashboards for facility characterization, and spent fuel measurement using disparate stream data fusion.

Winter 2017 —Spring 2018Nuclear Science and Security Consortium, Berkeley, CA
Spring 2018Undergraduate Affiliate, Complex Systems Group
Mentor: Bethany Goldblum
Developed multiplex network modeling for nuclear nonproliferation and multisensor security systems, with a focus on machine learning in particular deep recurrent neural networks.

Summer 2017CITRIS and the Banatao Institute, Berkeley, CA
Undergraduate Research Assistant, Phoebe A. Hearst Museum of Anthropology
Mentor: Chris Hoffman
Lead creation of novel photogrammetry pipeline for Phoebe A Hearst Museum of Anthropology in collaboration with the CITRIS Pacific Research Platform.

Honors and Awards

2020GT-GSU Public Interest Technology (PIT) Fellow
The Southeast Region PIT Fellows program supports collaborations between technologists and social scientists centered around the historic and continued equity challenges of the Southeast region and provide a model for regional PIT work focused on community challenges.

2019, 2020Oak Ridge Institute of Science Education Fellowship
Research Program at the Centers for Disease Control and Prevention (CDC), managed by the Oak Ridge Institute for Science and Education (ORISE) under an agreement between the CDC and the U.S. Department of Energy (DOE).

2019, 2020Georgia Tech President's Fellowship
For "exemplary levels of scholarship and innovation"

2017U.S. Department of Energy Network Science and Nuclear Nonproliferation Challenge 1st Prize
For novel deep recurrent neural network architectures to infer facility operations.

2016Pioneers in Engineering Outstanding Mentor Award
For dedication to my students and enthusiasm in teaching

Publications

RECAST: Interactive Auditing of Automatic Toxicity Detection Models
Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng (Polo) Chau
The eighth International Workshop of Chinese CHI. 2020.
Project PDF BibTeX

The nuclear network: multiplex network analysis for interconnected systems
Bethany L. Goldblum, Andrew W. Reddie, Thomas C. Hickey, James E. Bevins, Sarah Laderman, Nathaniel Mahowald, Austin P. Wright, Elie Katzenson, Yara Mubarak
Applied Network Science volume 4, Article number: 36 (2019). 2019.
Project PDF BibTeX

Smart Monitoring of Nuclear Facilities: Implementation Concepts and Development Status
Paul Michael Mendoza, Karen Ann Miller, Emily Michele Casleton, Janette Rose Frigo, Rosalyn Cherie Rael, Kendra Lu Van Buren, Jonathan Lee Woodring, Vlad Henzl, Austin P. Wright
LA-UR-19-26663. 2019.
Project PDF BibTeX

Disparate Data Integration for Advanced Facility Monitoring
Karen Ann Miller, Kendra Lu Van Buren, Janette Rose Frigo, Max Zeyen, Joshua P. Sackos, Paul Michael Mendoza, Austin P. Wright
IAEA Symposium on International Safeguards. 2018.
Project PDF BibTeX

Press

May 2020"Making Crime Data More Accessible and User Friendly", Georgia Tech College of Computing

Talks

Canary Project Review
June 2018Department of Energy (DOE) National Nuclear Security Administration (NNSA) Defense Nuclear Nonproliferation Research and Development (DNN R&D) University Program Review (UPR)., Ann Arbor, Michigan

Canaries in a Nuclear Mine: Complexity Science for Nuclear Security
August 2017Institute for Nucelar Materials Managment, Sandia National Laboratories, Albuquerque, New Mexico

Mentoring

Fall 2019 —PresentOmar Shaikh
PresentB.S. in Computer Science, Georgia Institute of Technology
Natural Language Processing and Social Computing

References

Dr. Polo Chau, Associate Professor
School of Computational Science and Engineering
Georgia Institute of Technology
Atlanta, GA, USA
cc.gatech.edu/~dchau/

Dr. Karen Miller, Researcher
Nuclear Engineering and Nonproliferation
Los Alamos National Laboratory
Los Alamos, NA, USA

Dr. Bethany Goldblum, Researcher
Nuclear Engineering
University of California, Berkeley
Berkeley, CA, USA
nuc.berkeley.edu/people/bethany-goldblum/

Dr. Christopher R. Hoffman, Associate Director of Research IT
Research IT
University of California, Berkeley
Berkeley, CA, USA
research-it.berkeley.edu/people/christopher-r-hoffman

Contact

Austin P. Wright apwright@gatech.edu
Coda Tech Square Georgia Tech
756 W Peachtree St NW Atlanta, GA 30308