@1/.Proficiency in Annotation Tools: Expertise in mainstream annotation platforms such as Labelbox, CVAT, Prodigy, and VoTT; proficient in 3D point cloud annotation tools (e.g., PCAT, custom tools); familiar with speech annotation software (e.g., Praat, Audacity).
@2/.Comprehensive annotation technology:
---Images/Video: 2D/3D bounding boxes, polygon segmentation, semantic/instance segmentation, keypoint/skeleton annotation, video frame-by-frame tracking.
-- Point Cloud: 3D Object Detection, Scene Flow Annotation, Semantic Segmentation.
- Text: Named Entity Recognition (NER), Text Classification, Sentiment Analysis, Relation Extraction.
--Speech: Audio segmentation, transcription, phoneme annotation, speaker logging.
@3/.Deep industry expertise:
Autonomous Driving: Understanding Sensor Principles (Cameras, LiDAR), Perception Tasks, and Long-Tail Problems in Driving Scenarios.
· Sports: Familiarize with common sports rules, athlete movement analysis, and tactical terminology.
· Voice Conversion: Understand the fundamental technical principles and data requirements of speech recognition (ASR) and speech synthesis (TTS).
@4/.Project Management and Quality Control: Proficient in agile labeling project management, SOP development for labeling, collaborative quality inspection processes, KPIs, and data analysis.
@5/.Comprehensive Competencies: Exceptional team management and communication skills, cross-departmental collaboration abilities, cost and schedule contr
ExpertEnglishChinese Mandarin
Labeling Experience
Municipal Autonomous Driving Point Cloud Annotation
CVATVideoBounding BoxPoint Key Point
Completed 3D point cloud semantic segmentation and obstacle tracking annotation for over 100,000 kilometers of roads for a leading autonomous driving company, establishing a high-quality dataset covering typical urban scenarios in China.
Completed 3D point cloud semantic segmentation and obstacle tracking annotation for over 100,000 kilometers of roads for a leading autonomous driving company, establishing a high-quality dataset covering typical urban scenarios in China.
2022 - 2023
International Football Event Intelligent Analysis System
CVATVideoAction Recognition
Led a team to annotate over 500 top-tier match videos, completing player tracking, action recognition (e.g., passing, shooting), and formation identification labels, providing core training data for AI tactical analysis models.
Led a team to annotate over 500 top-tier match videos, completing player tracking, action recognition (e.g., passing, shooting), and formation identification labels, providing core training data for AI tactical analysis models.
2021 - 2022
Multilingual Personalized Speech Synthesis
CVATAudioText Summarization
Managed an emotional speech annotation project featuring Chinese, English, and Japanese with over 100 speakers, delivering more than 500 hours of high-quality, multi-style speech synthesis annotation data, directly supporting the launch of the client's new-generation TTS product.
Managed an emotional speech annotation project featuring Chinese, English, and Japanese with over 100 speakers, delivering more than 500 hours of high-quality, multi-style speech synthesis annotation data, directly supporting the launch of the client's new-generation TTS product.
