Tech Lead. Focus on MLLM compression, SLM compression, Diffusion model and image generation. Provide the whole hardware and software technical computer vision projects combining cloud and edge part to Industry companies. Successfully achieved human，helmet，buddy et al. object detection in real video monitoring scene for industry company. Built defect detection and tool remaining life prediction system to industry customer.

Video/Image based Emotion recognition，and win the championships in the international competition-EmotiW 2017. Design Holonet，supervised training strategy SSE et al. deep learning networks to achieve human attributes recognition, facial attributes recognition and object detection in image.As a solution manager to achieve 3D athlete posture reconstruction project，and successfully deliver the product to national sports team for 2022 Winter Olympics.

图像全景图里的关键点匹配，拼接。视觉SLAM里的重建算法优化。

ADAS，基于双目视觉的辅助驾驶，负责里面的白线检测，交通标志物检测，行人检测和识别。