This term Nimble as
Lightning accurately summarizes my undergraduate research:
1) reproduced a fracture detection model within two weeks;
2) identified research gaps in few-shot classification, building,
experimenting, writing, and publishing
a paper within three weeks; 3)
processed idea development,
and prototyping a generative AI project for programming educationin one month, which won in
a campus competition
; 4) learned React from scratch in one month and developing eight chatbot-response algorithm
visualization modules in one
month,
integrating them into a 30,000+ line project for large-scale experiments, leading to an international competition win;
5) developed four graph algorithm visualization modules in three weeks for a
large-scale experiment involving over 300
participants.
6) submitted a manuscript to IEEE TSE
(Nov. 2025) and currently authoring another manuscript for BJET.
Throughout this period, I successfully managed eight courses and up to three group projects and
assisted with various other research tasks assigned by my supervisor.
