2026
Accepted for presentation
Beyond Prompt Engineering: A Human-in-the-Loop (HITL) Multi-Evidence Framework for ESL Essay Assessment
23rd AsiaCALL International Conference
Hanoi, Vietnam, November 14-15, 2026
Research
Research software, experimentation, and evidence-centered systems.
My research work pairs software implementation with study design, NLP, local model evaluation, visualization, and data analysis.
2026
Presented
The Impact of Visualization Design on Identifying Patterns and Outliers in Tourism Data
BYU-Hawaii Undergraduate Research Conference
Laie, Hawaii, April 2, 2026
Bubble scatter plots improved pattern recognition and population comparison; standard scatter plots performed better for outlier detection.