Projects
A selection of projects and case studies.
Industry Work
5Rapid VSOP Animation Generation
2026/03
Architected a pipeline leveraging NVIDIA Omniverse, Isaac Sim and RTX GPUs, reducing Visual SOP 3D animation production time by 93%. Selected for NVIDIA GTC 2026 Poster Presentation [P81262].
Project TAME (Traditional Chinese LLM)
2024/07
Participated in building a Traditional Chinese experts LLM that outperforms GPT-4 in Traditional Chinese capabilities, focusing on manufacturing datasets.
Industrial Anomaly Detection & Vision Encoder
2026/02
Led large-scale (1M+ data) vision encoder pre-training to optimize feature extraction, improving Anomaly Detection AUC by 15% for tasks with extreme data imbalance.
Industrial VLM Fine-Tuning
2025 ~ 2026
Led the fine-tuning of a 7B-parameter Vision-Language Model using industrial data, successfully surpassing the performance of 72B SOTA models.
Agentic LLM & Industrial GenAI Applications
2023 ~ 2025
Developed and deployed industrial LLM, VLM, and agentic systems, including function-calling models, Speech-to-Robot, Text-to-SQL, and cross-factory GenAI applications.