Brianna Richardson

Computer Scientist

Who am I?

Hello! My name is Brianna Richardson and I am a 4th year PhD student at the University of Florida in the Human eXperience Research lab. My research pursuits are a medley of my passions: technology, ethics, and culture.

Much of my research focuses on the ethical and practical use of Machine Learning and Artificial Intelligence in practice. I have written and conducted much work on the use of AI in education, healthcare, and criminal justice. My dissertation work has focused on engaging ML practitioners in ethical AI practices, building and improving technologies to encourage the adoption of responsible AI technologies. I have had the pleasure of contributing to the ethical AI pursuits at major institutions like Spotify and IBM. Within my repertoire, you will see expertise in statistics and mathematics, programming, user design research, and philosophy.

My undergraduate research experience was composed of a variety of applied Computer Science. Mainly in the field of Bioinformatics. I have worked in several academic institutions, applying machine learning and data analytics techniques to a variety of data, from Non-Small Cell Lung Carcinoma biopsies to gestational biopsies for Ulcerative Colitis prognosis. This experience with applied machine learning invigorated my love for the field and my interests in analyzing the domains that we use such a predictive toolset.

I am currently looking for full-time positions where I have the opportunity to apply my skills in Machine Learning and Statistics. Please enjoy my page and don't hesitate to reach out with any questions or comments!

Check out my blog!

Presentations, Proceedings, & Publications

B. Richardson, D. Prioleau, K. Alikhademi and J. E. Gilbert, "Public Accountability: Understanding Sentiments towards Artificial Intelligence across Dispositional Identities," 2020 IEEE International Symposium on Technology and Society (ISTAS), 2020, pp. 489-496, doi: 10.1109/ISTAS50296.2020.9462184.

Richardson, B., Garcia-Gathright, J., Way, S. F., Thom, J., Cramer, H. (2021). Towards Fairness in Practice: A Practitioner-Oriented Rubric for Evaluating Fair ML Toolkits. In CHI Conference on Human Factors in Computing Systems (CHI '21), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA,13 Pages.

Roberts A.L., Richardson B., Alikhademi K., Drobina E., & Gilbert J.E. (2021). General Perspectives Toward the Impact of AI on Race and Society. In: Pearson Jr. W., Reddy V. (eds) Social Justice and Education in the 21st Century. Diversity and Inclusion Research. Springer, Cham.

Prioleau, D., Richardson, B., Drobina, E., Martin, J., Williams, R., Gilbert, J. E. (2021). How Students in Computing-Related Majors Distinguish Social Implications of Technology. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCSE '21). ACM, New York, NY, USA, 1013–1019.

Alikhademi, K., Drobina, E., Prioleau, D.. Richardson, B., Purves, D., Gilbert, J.E. (2021). A review of predictive policing from the perspective of fairness. Artif Intell Law (2021).

Alikhademi, K., Richardson, B., Ross, K., Sung, J., Gilbert, J., Kwon, W.S., Chattaraman, V. (2019). AI-Based Technical Approach for Designing Mobile Decision Aids. In: Stephanidis C. (eds) HCI International 2019 - Posters. HCII 2019. Communications in Computer and Information Science, vol 1033, pp. 163–169.

Alikhademi, K., Richardson, B., Martins, J., Chattaraman, V., Kwon, W.S., Gilbert, J. (2019). Systematic Evaluation of a Conversational Voice User Interface for Decision-making. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 63, pp 413-416. 10.1177/1071181319631200.

Prioleau, D and Richardson, B.. (2020). Technological Needs of the Black Collective. Presentation given at ACM’s 2020 Richard Tapia Celebration of Diversity in Computing Conference, virtual.

Sherman, I., Smarr, S., Smith, T., Richardson, B., Gilbert, J. (2018). Exploring Culturally Responsive Game Development. Abstract presented at the annual meeting of the International Conference on Urban Education, Nassau, Bahamas.

Alikhademi, K., Mack, N., Ross, K., Richardson, B., Chattaraman, V., Kwon, W.S., Gilbert, J. (2018). Implementing MODA: A Multi-Strategy, Mobile, Conversational Consumer Decision-Aid System. Paper presented at the annual meeting of the ACM Conference on Computer-Supported Cooperative Work and Social Computing, Jersey City, New Jersey.

Skills

Programming: Python, Matlab, R, Java, C++
95%
Machine Learning/Data Science: Regression, Support Vector Machines, Decision Trees, Random Forest, Neural Networks, Clustering (Nearest Neighbors, Hierarchical), Dimension Reduction Analysis (PCA, Discriminant Analysis, Factor Analysis)
95%
Version Control: GitHub & Bitbucket
75%
Operating Systems: Windows, Linux, MacOS
85%
Database Management: MySQL, MongoDB, Firebase
70%

Work Experience

June 2018 - Present

Graduate Research Assistant

University of Florida

Gainesville, Florida, US

May 2021 - August 2021

Research Intern

IBM

(virtual) Yorktown Heights, New York, US

June 2020 - August 2020

Research Intern

Spotify

(virtual) New York, New York, US

June 2018 - August 2018

Blockchain Intern

B&D Consulting

Hagerstown, Maryland, US

June 2017 - August 2017

Research Intern

Boston University, Bioinformatics Department

Boston, Massachusetts, US

June 2015 - August 2017

Research Intern

Princeton University, Lewis-Sigler Institute for Integrative Genomics

Princeton, New Jersey, US

May 2016 - August 2016

Research Intern

College of Charleston, Department of Computer Science

Charleston, South Carolina, US

Education

2018 - Present

Ph.D. Computer Science

University of Florida

Gainesville, Florida, US

2018 - 2020

M.S. Computer Science

University of Florida

Gainesville, Florida, US

2014 - 2018

B.S. Bioinformatics & Computational Biology

University of Maryland, Baltimore County

Baltimore, Maryland, US

2014 - 2018

B.S. Computer Science

University of Maryland, Baltimore County

Baltimore, Maryland, US

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Last Updated: August 2021

Contact

Address
E301 CSE Building
Gainesville, FL 32611
Email
richardsonb@ufl.edu