Kaili Ma
Algorithm Manager at 智慧眼
Beijing, China
Summary
👤
Senior🎓
Top SchoolKaili Ma is an Algorithm Manager based in Beijing with 8 years of hands-on experience in computer vision and deep learning, beginning research in 2015 and advancing through roles at a national key laboratory, New Oriental AI Research Institute, Baidu, and currently 智慧眼. She has built and deployed CV systems for image/object detection, OCR, video action recognition and multi-label classification, and more recently has transitioned to fine-tuning LLMs and multimodal image-text models for medical and health insurance applications. Her work blends research and productization—resulting in 3 papers, a software monograph and 7 patents—while addressing real-world challenges like content risk control at scale. Fluent in Mandarin with English working proficiency, she pairs rigorous academic training from National University of Defense Technology with practical experience integrating CV and LLMs in regulated domains. An understated strength is her track record of moving research prototypes into production environments across industry and national labs.
8 years of coding experience
5 years of employment as a software developer
Master's degree, Control Science and Engineering, Master's degree, Control Science and Engineering at 国防科技大学
Github Skills (24)
geometric-deep-learning10
pytorch10
graph10
graph-neural-network10
graph-convolutional-networks10
deep-learning9
memory-management8
neural-network7
agent7
python7
application7
state-management7
ai5
machine-learning5
chatgpt5
Programming languages (5)
Github contributions (5)
MaKaili/github-slideshow
Mar 2020 - Mar 2020
A robot powered training repository :robot:
Contributions:2 PRs, 3 pushes, 2 branches in 1 day
roboticsrosrobottraining
MaKaili/hello-world
Jan 2018 - Jan 2018
Contributions:1 PR, 2 pushes, 2 branches in 1 day
first-repository
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