Qihao Z.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

金融数据标注、信贷审核规则与专项资金管理 Domain Expertise

金融问答准确性评估、审计/风控输出评测 Domain Expertise

审计底稿分类、信贷审批流程标注、会计数据清洗 Domain Expertise

Top Data Types

Document

Text

Top Task Types

Entity (NER) Classification

Classification

Freelancer Overview

产业园区财务/融资/产业孵化岗（金融AI训练数据生产与模型评测相关工作）. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Internal, and Proprietary Tooling. Education includes Bachelor of Arts, Yunnan Normal University. AI-training focus includes data types such as Document and labeling workflows including Entity (NER) Classification, Evaluation, and Rating.

Labeling Experience

金融AI训练数据生产与模型评测（2024.06 – 至今）

Document

从专业财务视角对金融AI助手输出进行质量评测与准确性校验。重点评估模型生成的融资建议与风险评估是否合规合理，并据此提出改进建议以提升准确率。将实际业务场景中的真实需求回流到标注与评测环节，形成闭环优化。• 对融资建议、风险评估的合规性与合理性进行评估• 反馈准确率提升方向与标注需求• 参与金融AI训练数据生产的内容规范化与质量控制• 通过培训与调研补充真实标注场景

2024 - Present

Finance, Fundraising and Industrial Incubation Officer - Xixian New Area Jinghe New City Industrial Park Development Co., Ltd.

In this role, you support finance, fundraising, and industrial incubation for projects within the industrial park. You use real financing and incubation cases to contribute structured business documentation and quality control for AI-assisted outputs from a finance compliance perspective. You also deliver AI finance tool usage training to enterprise finance staff and capture real labeling and reporting needs from the field. • Provide finance- and compliance-oriented support for fundraising and incubation project documentation. • Participate in output quality evaluation by reviewing professional financing suggestions and risk assessment logic. • Train enterprise finance personnel on AI finance tools and gather practical scenario requirements. • Work with real-world business scenarios to improve data readiness and operational relevance.

2021 - Present

产业园区财务/融资/产业孵化岗（金融AI训练数据生产与模型评测相关工作）

Don't discloseDocumentEntity (NER) Classification

参与将园区融资与产业孵化真实材料转化为可标注的结构化数据，用于金融AI相关的训练与评测。将银行信贷、专项债券与产业基金等规则拆解为决策节点逻辑，并形成可用于模型学习的标注样本。结合业务培训与真实场景反馈，持续迭代标注需求与质量标准。• 覆盖股权融资协议、基金筹备文件、财务尽调报告等文档类型的结构化标注• 将专项债券资金支付审批规则转成标注节点与逻辑• 搭建筹备产业基金的法律文本与投资决策流程语料• 为入园企业财务人员提供AI工具培训并收集标注需求

2021 - Present

审计专员（审计与信贷逻辑标注规则构建）

OtherDocumentClassification

将审计风险点、合规性判断与会计科目勾稽关系转化为标准化标注规则，为审计相关AI提供底层数据支持。对接不同银行信审部，梳理并抽象信贷审核逻辑，形成可标注的审批流程与关键要素。基于财务软件形成的数据预处理与清洗，为模型训练提供更高质量的结构化输入。• 参与财政项目投资评审与审计底稿相关分类与风险标记• 将会计科目勾稽关系抽象为可标注的规则集• 支撑信贷风控AI的真实审批流程与要素标注• 进行账表数据清洗与预处理，提升训练数据可用性

2019 - 2021

Education

Work History