6+
Core Projects
Excellence as a Habit
Zaixin Lin
M.Eng. Candidate in Intelligent Technology | AI Medical Imaging & Edge Intelligence
I am currently pursuing a master's degree at Macau University of Science and Technology. My work focuses on medical image analysis, wafer defect detection, robotics, and edge-side AI deployment from data processing to model validation.
10+
Competition Awards
6
Selected Papers
10+
Patents & IP
About Me
Grounded execution with long-term research perspective.
Medical Imaging AI
Semiconductor Inspection
Edge Deployment
Robotics Systems
Education
Macau University of Science and Technology · M.Eng. in Intelligent Technology
Certified field: Computer Science and Technology (Intelligent Technology)
GPA: 3.81 / 4.00
Thesis: Improved Classification Method for Semiconductor Wafer Surface Defects
Zhuhai College of Jilin University · B.Eng. in Microelectronics Science and Engineering
GPA: 3.54 / 4.00 · Weighted Score: 88.36 / 100.00
Graduation Project: High-Performance Operational Amplifier Design Based on Cadence
Projects
Medical AI, industrial vision, and robotic systems.
Rapid Medical Image Annotation Tool (VLM-based)
Built a semi-automatic pipeline of pre-annotation, manual correction, and data feedback iteration for small-sample medical labeling tasks.
Spinal X-ray Detection and Severity Grading
Developed classification and severity models with residual network enhancement for better stability on small-sample datasets.
Lightweight Breast Cancer Calcification CAD System
Implemented a machine-learning binary classifier with 95% accuracy and evaluated deployment feasibility on low-compute devices.
Wafer Defect Detection and Edge Optimization
Optimized YOLO-based detection models and deployed on NVIDIA Jetson Orin with 10ms-level response in real-time inference.
ROS/Gazebo Robot Simulation and Navigation
Worked on LiDAR point-cloud mapping, path navigation, topic-based communication, and simulation debugging in Linux workflows.
Alzheimer's Care Companion Robot
Contributed to cognitive assessment and voice interaction modules with MRI-based analysis and Raspberry Pi 3B integration.
Research & Publications
Selected Publications
- A Bayesian and SVM-based model for compositional analysis and identification of glass artifacts (EI, first author)
- Intelligent monitoring model of wearing industrial safety protective equipment based on YOLOv8 (EI, first author)
- Research on E-commerce Purchase Prediction Model Based on Machine Learning (EI, first author)
- Design and Analysis on U-VLC-CC-CDMA Systems (EI, fifth author)
- New Energy Vehicle High-quality Development (Journal, first author)
- Analysis of Exhibition Modes Based on VR Technology (Journal, first author)
IP & Patents
- IC layout registrations: BS.245520155, BS.255510705
- Design patents: CN307504732S, CN308083643S, CN308095482S
- Utility patents: CN218552339U, CN218602229U, CN221188216U
- Invention patent: CN120451642A
- Software copyrights: 2022SR1148459, 2022SR0828685
Awards
Academic Honors
- 2024-2025: Bank of China (Macau) Scholarship
- 2023-2024: National Scholarship, Top 10 University Student, Outstanding Graduate
- 2022-2023: First-Class Scholarship, Outstanding Student, Innovation Scholarship
- 2021-2022: Second-Class Scholarship, Outstanding Student
- 2020-2021: Second-Class Scholarship, Innovation Scholarship
Competition Highlights
- China College Computer Design Competition, National Second Prize (2023)
- National Integrated Circuit Design Competition, Provincial Third Prize (2023)
- Lanqiao Cup, Provincial Third Prize (2023)
- Challenge Cup, Provincial Third Prize (2023)
- Internet+ Innovation Competition, Provincial Bronze (2022)
- MCM/ICM Contest, Successful Participant (S Award, 2021)
Skills & Certifications
Technical Skills
- AI/ML: YOLO, machine-learning modeling, medical image analysis, evaluation metrics
- Engineering: ROS/Gazebo, Jetson Orin edge deployment, IC/EDA workflows
- Tools: MATLAB, ModelSim, Quartus Prime, Keil, PSPICE, Altium Designer
- Office & Media: WPS Office, Jianying, OBS, Origin
Certificates
- Industrial and Embedded Development Engineer (Level 1)
- Cross-border E-commerce Specialist
- New Media Operator
Contact
Open to research collaboration, internships, and technical project opportunities.