Projects
A selection of projects and case studies.
Rapid VSOP Animation Generation
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)
Participated in building a Traditional Chinese experts LLM that outperforms GPT-4 in Traditional Chinese capabilities, focusing on manufacturing datasets.
Deep Learning Recommendation System
Master's thesis on an Adaptive Context-Aware and Stacked Attention Network Based Recommendation System. Published in IEEE TKDE.
3D Virtual Try-On App
An academic project exploring 3D virtual try-on technologies.
Agentic LLM Applications
Fine-tuned Mistral-7B and Llama-3-8B for agentic function-calling (98.6% accuracy), and developed Speech-to-Robot and Text-to-SQL applications.
Industrial Anomaly Detection & Vision Encoder
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 Generative AI Solutions
Developed and deployed LLM, VLM, and agentic systems for petrochemical, steel, and electronics manufacturing industries, including large-scale vision encoder pre-training.
Industrial VLM Fine-Tuning
Led the fine-tuning of a 7B-parameter Vision-Language Model using industrial data, successfully surpassing the performance of 72B SOTA models.