CRA-E’s “Undergraduate Research Highlights” series showcases outstanding research done by undergraduate students at universities and colleges across North America.  It is one of a number of CRA-E’s activities that foster and recognize  talented computing researchers with the goal of increasing the research pipeline, promoting graduate education, and advocating research-based careers.

Each article features the story of a successful undergraduate researcher and offers personal insights into their experiences with finding an advisor, undertaking new research projects, and discovering how research can impact their personal and professional futures. In addition to helping students understand the process of getting involved in research, the articles also serve as a venue for students to pass along advice to others who aspire to become involved in research themselves. Students selected for the research highlights include those receiving recognition in the CRA Outstanding Undergraduate Researcher Award competition.

This series is written and edited by CRA-E Graduate Fellows.


Protecting Internet Infrastructure from Earthquakes


This month’s research highlight showcases Juno Mayer, an honorable mention recipient in the 2021 CRA Outstanding Undergraduate Researchers award program. Juno graduated from the University of Oregon with a B.S. in Computer & Information Science and minors in Mathematics and Music Technology. He now works as a software engineer at Zais Group, a credit management firm based in New Jersey. This interview has been edited for brevity and clarity.

Demystifying Robot Plans, Discovering Her Own


This Q&A highlight features Ellie Mamantov, recipient of an Honorable Mention in the 2021 CRA Outstanding Undergraduate Researchers award program. Ellie graduated from Carleton College in June 2021 with a double major in computer science and psychology. She is now a computer science PhD student at Yale University. This interview has been edited for length and clarity.

Engaging in Research Through Researching Disengagement


Curious about summer opportunities in computer science, Courtney Miller learned about Research Experiences for Undergraduates (REUs) in her first year at the New College of Florida. Having assisted in clinical trials in high school, she was eager to give research in computer science a try. “I really enjoyed that experience, so I figured it couldn’t hurt to try out academic research.”

Transferring Into Impactful Computing Research


When Sara Boyd transferred to Southwestern University (SU) as a sophomore, research was not on her radar. That quickly changed when she attended the symposium for Southwestern’s SCOPE program, a university-wide summer research opportunity for undergraduates from any major. “I was fascinated by projects that used AI to generate art, music and competitive Pacman playing agents,” Sara recalls. “SU prides itself on its interdisciplinary opportunities, and here I was able to see it first-hand.” Sara left the symposium thinking research might be worth trying someday.

Cutting Through the Noise: Improving Weakly Supervised Machine Learning for Practical Applications


Esteban Safranchik hopes to harness the potential of weakly supervised machine learning to impact fields beyond computer science. Now a PhD student at the University of Washington, Esteban got his start in research as an undergraduate at Brown University. His work was published at the 2020 Association for the Advancement of Artificial Intelligence (AAAI) Conference and is also used by economists and data scientists.