About Me

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Honours Bachelor of Science: Double Major in Mathematics & Statistics (Graduated).

Led design and development of advanced weld seam recognition system for industrial robotic arms; used Torch framework and YOLO algorithm to drive innovation in Chinese manufacturing sector.
Managed end-to-end image recognition processes including data acquisition, cleaning and optimization; achieved precise automatic generation of path coordinate curves for welding automation.
Developed proprietary SAS-based mathematical optimization algorithm to denoise and refine coordinate curves for accuracydriven robotic welding.
Integrated OpenCV with deep learning algorithms to master cross-platform development across Windows, Linux and Android environments; ensured seamless system functionality and adaptability.
Successfully developed systems that combined hardware devices, software control and server management.

Data Scientist (Machine Learning & AI)
- Leveraged proficiency in Python, R, C and H5 programming to fulfill various projects involving machine learning, AI development and software engineering; gained skills in Assembly language, reverse engineering and secure product testing using IDA Pro and OD.
AI & Machine Learning Projects (2022–2023):
- Image Recognition Project: Replicated YOLO algorithms on X86 and arm64 frameworks, improving object detection.
- Language Translation: Developed bilingual chatbot using Seq2seq framework, trained on large-scale movie conversion dataset
- Speech Recognition: Created Chinese and English speech reading software via ASRT and TensorFlow, leveraging THCHS30 dataset.
- Image Segmentation: Trained Mast Transfiner model on Microsoft COCO dataset, achieving high-quality instance segmentation
- Advanced Frameworks: Developed hybrid CNN and MTTR framework, achieving impressive metrics in object tracking and segmentation.

ECG AI Automation Diagnosis Project (2023): Developed AI system for portable ECG device to diagnose atrial fibrillation, collaborating with various universities; led programming efforts, with first 300 units entering clinical testing.
Sinopharm SPD Project (2023): Programmed OCR recognition and 3D positioning for medical devices, contributing to advanced supply chain intelligence in East Asia; leveraged SolidWorks to design product simulations and animations.
3D-UNET Dermatology Diagnosis Project (2023): Led development of 3D-UNET model for dermatology, training on 2,000 annotated images to achieve precise automated skin condition segmentation; enhanced diagnostic accuracy and supported early detection in clinical settings.

Doraemon Companion Robot Development (2024): Developed ChatGPT-integrated robot toy with voice cloning technology for North American market, collaborating with Hong Kong Kin Yat Holdings Ltd. to realize market launc