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Pan T.

Pan T.

科大讯飞股份有限公司|数据处理实习(2024/11-2025/2)—多模态训练数据音频处理与质检

Hong Kong flag香港, Hong Kong

Key Skills

Software

No software listed

Top Subject Matter

Ai训练多模态数据处理(音频/视频/文本) Domain Expertise
Ai训练多模态数据处理(视频) Domain Expertise
大模型文本语义标注与数据质量校验 Domain Expertise

Top Data Types

AudioAudio
VideoVideo
TextText

Top Task Types

Data CollectionData Collection
Entity (NER) ClassificationEntity (NER) Classification
Red TeamingRed Teaming
SegmentationSegmentation
ClassificationClassification

Freelancer Overview

科大讯飞股份有限公司|数据处理实习(2024/11-2025/2)—多模态训练数据音频处理与质检. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Wuhan University of Science and Technology (2025). AI-training focus includes data types such as Audio, Video, and Text and labeling workflows including Data Collection, Entity (NER) Classification, and Red Teaming.

Labeling Experience

Data Processing Intern (Multimodal Data) - Iflytek

VideoVideoSegmentationSegmentationClassificationClassification

Supported AI training multi-modal data processing for audio, video, and text datasets, performing cleaning, segmentation, and quality assurance before downstream use. Ensured data integrity by removing corrupted data, standardizing formats, and maintaining traceable processing through structured workflows. Performed baseline text semantics labeling and content safety screening aligned with large-model data governance requirements. • Process and prepare large volumes of raw multi-modal training materials using established pipelines. • Carry out audio denoising, video slicing, text cleaning, and standardized quality checks. • Conduct semantic tasks such as intent classification, entity extraction, and QA matching validation. • Screen and categorize ambiguous and policy-risk text content for safety and consistency.

2024 - 2025

科大讯飞股份有限公司|数据处理实习(2024/11-2025/2)—文本语义标注(意图/实体/问答对齐)

TextTextEntity (NER) ClassificationEntity (NER) ClassificationRed TeamingRed Teaming

开展文本语义基础标注与校验工作,覆盖意图分类、实体提取、问答匹配校验等任务。通过逻辑一致性检查,识别并标注文本逻辑矛盾与答非所问等问题数据。将标注发现与算法团队对齐,协助优化内部标注规范以提升训练数据质量。• 意图分类、实体提取与问答匹配校验• 标注逻辑矛盾、答非所问等异常数据• 参与规则对齐并反馈标注规则漏洞• 协助更新内部标注规范以提升一致性

2024 - 2025

科大讯飞股份有限公司|数据处理实习(2024/11-2025/2)—多模态训练数据视频切片与质检

VideoVideoData CollectionData Collection

负责AI训练多模态原始数据的在线视频部分处理,包括视频切片与清洗,并执行标准化质检流程。通过数据回收与质量核查,确保训练素材满足模型训练需求。对发现的质量问题与规则漏洞进行协作反馈,支持团队更新处理规范。• 视频切片与原始文本/素材清洗(含配套处理)• 脏数据剔除与标准化质检• 数据回收、全流程自检与归档• 协助完善规则与提升数据一致性

2024 - 2025

科大讯飞股份有限公司|数据处理实习(2024/11-2025/2)—多模态训练数据音频处理与质检

AudioAudioData CollectionData Collection

负责AI训练多模态原始数据的音频部分处理,包括降噪与切分,并进行标准化质检以保证可用性。对脏数据进行甄别剔除,维护训练数据的清洁度与一致性。与算法及标注团队协作反馈处理规则问题,推动内部规范更新以提升数据一致性。• 音频降噪、切片与原始素材整理• 脏数据剔除与标准化质检• 建立数据回收与归档台账以降低返工• 跨部门反馈并协助完善标注/处理规则

2024 - 2025

Education

W

Wuhan University of Science and Technology

Bachelor of Science, Information Security

Bachelor of Science
2021 - 2025

Work History

F

Feitian Secure Technology

Test Engineer (Cloud Security Products)

Wuhan
2025 - Present
I

Iflytek

Data Processing Intern (Multimodal Data)

Wuhan
2024 - 2025