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hong li

@hongli

Computer vision engineer at 深圳市未来眼科技有限公司, optimizing stereo calibration and egocentric hand keypoint detection.

China
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At 深圳市未来眼科技有限公司, I optimize stereo-camera calibration workflows and software, including dynamic adjustment of camera parameters during data collection. I also work on data processing and performance optimization for two-hand keypoint detection in first-person Ego scenes.

At 广州斯睿特智能科技有限公司, I worked on AI inspection projects for automotive body defects, textile flaws, and assembly behavior. For a vehicle-body inspection project, I trained and deployed vision models and iterated on production-line data, reducing the reported false-positive rate from about 10% to 0.1% and reaching zero missed detections.

At 广东省农业科学院作物所, I built a cotton disease-and-pest RAG question-answering system combining LangChain, a local Ollama model, and YOLOv8 disease detection. I’ve also worked on cotton-growth prediction and field segmentation, and developed an Android-based lychee leaf disease detection system with offline inference.

Experience

Work history, roles, and key accomplishments

Current

视觉算法工程师

深圳市未来眼科技有限公司

Sep 2026 - Present (2 months)

负责双目相机标定流程与标定软件优化,完成数据采集时相机内外参动态自适应调整。开展第一人称Ego场景双手关键点检测,完成数据处理与算法性能优化工作。

AI算法工程师

广州斯睿特智能科技有限公司

Jul 2025 - Jun 2026 (11 months)

负责数据增强、生成(Flux、泊松融合)、半自动标注(SAM3),并进行模型训练及迭代,保证车身各个检测点位稳定。开展钣金件缺陷检测、纺织纱布瑕疵检测、车间装配行为识别等研发项目,并监控小鹏、理想、极狐、广汽丰田等厂商各车型每天生产数据过线情况,做好NG数据回流与NG分析。

Education

Degrees, certifications, and relevant coursework

华南农业大学 logo

华南农业大学

硕士, 新一代电子信息技术

2022 - 2025

Grade: 3.8/4.0

Pursued a master's degree in New Generation Electronic Information Technology, achieving a GPA of 3.8/4.0.

重庆理工大学 logo

重庆理工大学

本科, 电子信息工程

2018 - 2022

Grade: 3.4/4.0

Completed a bachelor's degree in Electronic Information Engineering with a GPA of 3.4/4.0.

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