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I

Idt I.

Senior Full-Stack Development Engineer, Annotation Rule & Data Quality Lead

China flagShenyang, China

Key Skills

Software

No software listed

Top Subject Matter

Enterprise Business Data (Inventory, Sales, Procurement, Finance)
Telecom Domain Expertise
O&m Domain Expertise

Top Data Types

DocumentDocument
TextText

Top Task Types

ClassificationClassification

Freelancer Overview

Senior Full-Stack Development Engineer, Annotation Rule & Data Quality Lead. Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, 沈阳理工大学 (2008). AI-training focus includes data types such as Document and labeling workflows including Classification.

Labeling Experience

Senior Full-Stack Development Engineer, Annotation Rule & Data Quality Lead

DocumentDocumentClassificationClassification

As a Senior Full-Stack Development Engineer for an enterprise-level inventory management system, I led the design of data models and structured business data to support rule-based business data annotation. I was responsible for data cleaning, validation, and consistency rule design to ensure high-quality, standardized data suitable for AI training. I developed and optimized systems to enable large-scale business data processing, focusing on clear rule references and quality control for annotation work. • Designed standardized data dictionaries and field definitions for annotation clarity. • Ensured accuracy and standardization of business data for AI training through custom verification rules. • Managed end-to-end annotation rule references across procurement, sales, inventory, and finance domains. • Built technical environments supporting scalable structured data annotation and quality review.

2025 - Present

Full-Stack Development Engineer / Data Annotation Specialist, Government & Enterprise Projects

DocumentDocumentClassificationClassification

Across multiple government and enterprise projects, I organized business and device data, designed annotation fields and status enumerations, and set standards for data labeling. I led data integrity and quality assurance efforts in customer service, equipment O&M, and medical management contexts to generate structured annotation datasets for AI model training. I applied data privacy protection and consistency checks to uphold data reliability and compliance requirements in sensitive domains. • Defined annotation rules and processes for business, equipment, and medical status data. • Conducted large-scale data collection, cleaning, and status-based label processing. • Ensured compliance and quality for annotation in sensitive/regulated industries. • Provided technical support for annotation project scaling and performance.

2008 - 2024

Education

沈阳理工大学

Bachelor of Engineering, Computer Science and Technology

Bachelor of Engineering
2004 - 2008

Work History

U

Unicom

Full-Stack Development Engineer

Shenyang
2008 - 2024