
松璠 李
@0008219
Data Annotation Specialist / AI Trainer at WuhanLiangzhiMirrorTechnologyCo.,Ltd. who raised a violation prompt’s F1 score from 86 to 94.
What I'm looking for
At WuhanLiangzhiMirrorTechnologyCo.,Ltd., I rebuilt the content-violation QA prompt system and raised the launched prompt’s F1 score from 86 to 94. I also reduced its token count by 43% and helped establish full reviews and a continuously updated test set for regression testing.
I owned prompt quality for the general sales Follow-up feature and PPV captions. I built and upgraded test sets, reviewed live data, and completed a caption model migration while keeping the live error rate at 2.9% after launch.
At KunlunTechCo.,Ltd., I supported AI content review and annotation for Linky and managed the annotation team’s task assignments and quality checks. My work helped improve explicit-image recognition accuracy by 30% and increase DAU by 15%.
Earlier, I worked as an English translator at PowerChinaHubeiEngineeringCo.,Ltd. and as a Procurement Specialist/Assistant at ChinaGeo-EngineeringCorporation,SaudiArabiaBranch. I translated technical and project materials, interpreted for project staff, and helped close a SAR 30 million bulk purchase of GRP pipes.
Experience
Work history, roles, and key accomplishments
Data Annotation Specialist / AI Trainer
Wuhan Liangzhi Mirror Technology Co., Ltd.
Feb 2025 - Present (1 year 8 months)
Rebuilt content-violation QA prompt system and grew violation test set, improving accuracy to 93% and F1 score from 86 to 94. Owned message quality for sales Follow-up feature and PPV caption prompt, and led model evaluations for commercial AI model switches.
Annotation Team Lead
Kunlun Tech Co., Ltd.
Oct 2023 - Feb 2025 (1 year 4 months)
Led annotation team supporting review of AI characters, explicit-image detection training data, and content moderation for overseas app. Managed team tasks, QA, and sign-off, improving efficiency and contributing to app's App Store restoration and 15% DAU increase.
English Translator
PowerChina Hubei Engineering Co., Ltd.
Nov 2019 - Sep 2023 (3 years 10 months)
Translated drawings, contracts, and project correspondence for Siemens generators, and provided medical interpreting for project staff. Ensured accurate communication between Chinese engineers, foreign engineers, and owners, and managed translation team.
Procurement Specialist/Assistant
China Geo-Engineering Corporation, Saudi Arabia Branch
Oct 2016 - May 2019 (2 years 7 months)
Handled inquiries, price negotiations, and purchasing of bulk process materials, coordinating with suppliers and government departments. Helped close a SAR 30 million bulk purchase of GRP pipes, saving the company about RMB 4 million.
Education
Degrees, certifications, and relevant coursework
Wuhan University of Engineering Science
Bachelor's degree, English Translation
2012 - 2016
Bachelor's degree in English Translation from Wuhan University of Engineering Science (formerly Jiangcheng College, China University of Geosciences), 2012–2016.
Availability
Location
Authorized to work in
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