B.S. Student in CSIE @ NCUE · Research Intern @ ITRI
I am an undergraduate student in Computer Science and Information Engineering at National Changhua University of Education (NCUE), expecting to graduate in June 2027.
My research interests lie at the intersection of visual perception, multimodal intelligence, and deployable AI systems, including generative AI, computer vision, robotics, vision-language models, speech AI, and efficient AI systems. I am preparing for graduate study and welcome research conversations and collaboration.
My current research includes GEMO3D, accepted at CVGIP 2026, and DFDS, a color-aware monocular vehicle distance estimation method. I am also a Research Intern at ITRI and a teaching assistant at NCUE.
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An interpretable monocular 3D vehicle detection pipeline combining deep-learning perception, camera geometry, projection-height compensation, and road-plane constraints, evaluated in CARLA.
A color-aware monocular vehicle distance estimation method combining Segment Anything, a back-focused single-image setup, CIECAM02 perceptual sharpness, and optimized color-channel weighting for interpretable estimation across different vehicle colors in CARLA.
Current results: RMSE ≤ 0.38 m for red, green, and blue vehicles; 13.44 FPS on an RTX 5080.
Research Intern · Information and Communications Research Laboratories · Hsinchu, Taiwan
Contributing to R&D in data engineering and spatial intelligence, including visual understanding and edge intelligence, spatial computing and intelligent imaging, and data services with intelligent agents.
Oct. 2026 – Present
Part-time Research Assistant — NSTC-funded Project · Changhua, Taiwan
Project: Self-Attention-Based Meta-Reinforcement Learning Strategy for Multi-Task Offloading in the Internet of Vehicles (NSTC114-2221-E-018-020). Conducted simulation runs and organized research data.
Oct. 2026 – Present
Teaching Assistant — Artificial Intelligence and Its Applications · Changhua, Taiwan
Supporting course operations, student Q&A, and troubleshooting; developing instruction on applied AI tools and coding, and mentoring student projects for a university-wide AI competition.
Sep. 2026 – Present
Research & Development Intern · Banqiao / Hsinchu
Operated RF/mmWave instruments including spectrum analyzers (SA), signal generators (SG), and vector network analyzers (VNA); supported PA/IC measurement and validation, and automated workflows with Python, SCPI, and VISA.
Jul. 2026 – Present
Future Talent Program
Created technical content on AI and automation and supported campus seminars and employer events.
Mar. 2026 – Present
Campus Ambassador — Career Program
Promoted campus career resources and reviewed more than 600 submissions for a nationwide competition. Also served as a course assistant for NCUE's Department of Business Administration Career Experience course, coordinating communication among students and industry guest lecturers from technology companies.
Jul. 2025 – Jun. 2026
Software Validation Intern · China
Functional and regression testing for multilingual monitor interfaces; Python localization test automation and bug tracking.
Jul. – Aug. 2025
Technical Campus Ambassador
Tested system workflows, documented issues, supported technical demonstrations, AI Expo Taiwan, and COMPUTEX.
Dec. 2024 – Jun. 2025
B.S. in Computer Science and Information Engineering
GPA: 4.00
Sep. 2023 – Jun. 2027
Built an AI-assisted local life decision platform for Yuanshan, combining evidence-backed recommendations, value comparison, collaborative group decisions, and zero-cost activity discovery.
Led a five-person team to build an eldercare companion with Amazon Bedrock, speech models, RAG, and human-confirmed memory across four language modes.
Implemented a parsing, filtering, and storage pipeline, with 9 smoke tests and 22 validation checks for standalone binaries and BusyBox applets.
A smart memory necklace concept. Contributed to product research, interaction design, and the proposal.
Designed a digital wellbeing concept using usage analysis, reminders, and attention redirection.
