Sun Yat-sen University2021 - 2025
B.Eng. in Artificial Intelligence
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Yichao Luo
Research Assistant, HKUST
I received my B.Eng. in Artificial Intelligence from Sun Yat-sen University and am currently a Research Assistant at HKUST, focusing on AI system deployment, speech and multimodal interaction, intelligent applications in healthcare, and full-stack development bridging research and engineering.
Research Interests
- AI systems and real-world deployment
- Speech intelligence and feedback generation
- RAG and domain-specific knowledge systems
- Computer vision, 3D reconstruction, and edge inference
- Full-stack engineering for intelligent products
Education
Hong Kong University of Science and Technology2025 - Present
Research Assistant
Skills
Python, TypeScript, Kotlin, Java, C++, PyTorch, TensorFlow, JAX, Vue, Spring Boot, Docker, Linux
Experienced in the full engineering pipeline from model training and backend services to frontend interaction and deployment.
Projects
MengYa Suiji — WeChat Mini-Program2025.10 - 2025.12
Longitudinal behavioral data tracking and psychological assessment platform for pregnant women, featuring automated task scheduling and a real-time monitoring dashboard.
ZhiJie Riji — WeChat Mini-Program2025.06 - 2025.08
AI-powered smoking cessation support system with personalized content generation and long-term behavioral tracking.
ChangLe WuYou — WeChat Mini-Program2024.05 - 2024.10
LLM-based colonoscopy screening guidance system with RAG-powered medical Q&A, risk assessment, and customized PDF report generation.
Edge-Deployed Fabric Area Recognition System2025.08 - 2025.12
Hybrid vision system combining traditional CV algorithms and lightweight deep learning for precise fabric area measurement on low-power embedded devices.
Scale Label Designer — Android App2023.09 - 2023.11
Android application for electronic scale label design with rich layout editing, barcode/QR code support, and distributed local-remote data storage.
TianWang ZhiHui — National Software Innovation Competition2023.11 - 2024.04
Full-stack web application with a face editing canvas, real-time multi-angle preview, and decoupled SpringBoot + Flask architecture. Second Prize, South China Region.
Research
Monocular 3D Human Reconstruction2025.02 - 2025.06
Dynamic 3D human reconstruction from monocular RGB video, leveraging depth priors and parametric body models (SMPL/SMPL-X) to improve anatomical accuracy.
CanAnswer — Multi-Source Medical Q&A System2024.09 - 2025.12
RAG-based medical Q&A system integrating professional documents and community data via LangChain, Chroma, and BERTopic for context-aware follow-up generation.
NeRF-Based Virtual Clinic Design2022.11 - 2023.12
Optimized NeRF framework with a two-stage training strategy (grayscale then RGB), reducing training time by 5–10% while maintaining reconstruction quality.
Selected Awards
Sun Yat-sen University Outstanding Student Scholarship
Second Prize, South China Region, National College Student Software Innovation Competition