Developed and maintained open-source projects related to computer vision and AI. Included personal project such as LyCORIS, TIPO, PixelOE, HakuLatent and more, and community projects such as stable-diffusion-webui, sd-scripts and more.

Collaborated with comfy team to improve the usability and performance of Comfy UI eco system. Mainly working on lora-related system such as lora loader, weight patcher and trainer.

Collaborate with research team in Apple Inc. to explore the possibility of new form dataset. The works: "Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions" have published on Arxiv and Apple official github.

Worked with the team to provide insights and solutions for the company's AI projects. Mainly focused on personalized Text-to-Image experience and video-to-video features.