Updates

Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content

Our MentorQA paper has been accepted at EACL 2026.
Check out our paper, GitHub and dataset.

Research

Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content

AiM Lab, Santa Clara University | 2024 – present

Built the end-to-end pipeline automating audio processing, transcript generation, QA construction, and evaluation across six LLM-based methods using modular Python scripts and Slurm parallel execution. I also Led the development of the Multi-Agent model, designing a segment scoring algorithm that balances topic distribution across long-form video transcripts. This improves question coverage from ~16% to nearly 100% while maintaining topic diversity.

Education

Santa Clara University, Santa Clara CA | Sept 2024 – present

M.S. in Computer Science and Engineering

University of Wisconsin – Madison, Madison, WI | Sept 2020 – Jun 2024

Professional Capstone Certificate Program in Computer Science
M.A. in Mathematics

University of California, Irvine, Irvine, CA | Sept 2016 – Jun 2020

B.S. in Mathematics

Teaching Experience

Sept 2023 – Dec 2023

Peer Mentor for CS300 at UW Madison. Helped students debug their Java projects.

June 2023 – Aug 2023

Led and taught a coding class for 20 students participating in the Badger Pre-college summer program. Students were highly satisfied and I was asked to be a return teacher 😁.

Sept 2020 – Dec 2020

Grader for Introduction to Topology (Math department).

Misc.

  • I'm working on a side project using AI to analyze your Bazi and generate a personalized manifestation report on how to achieve your goals. Shoot me a message with your birthday (with time) and your goal if interested!
  • My Starbucks go-to name is Rae / Ray, and sometimes they hear Grey 😂.