Iris S.

Key Skills

Software

Other

Appen

Top Subject Matter

Client datasets and data integrity/standardization

Data integrity

Validation Domain Expertise

Top Data Types

Text

Document

Image

Top Task Types

Transcription

Evaluation/Rating

Text Summarization

Text Generation

Freelancer Overview

Data Annotator | Woflow. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Google Sheets. Education includes Associate Degree in Information and Communication Technology (ICT), Asian Institute of E-commerce (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Annotator | Woflow

Text

Maintained strict quality ratings while processing large datasets to ensure accuracy and standardization for multiple projects. Structured raw data into client-ready formats using spreadsheets and internal tools to meet daily output requirements. Collaborated with global teammates to identify and correct data discrepancies that could impact downstream usage. • Managed accuracy and standardization checks across multiple dataset projects • Produced daily outputs by structuring raw data into required formats • Resolved data discrepancies through cross-team collaboration • Supported quality control and continuous improvement of processing accuracy

2024 - 2026

Data Specialist | Woflow

Text

Validated and maintained data integrity by performing routine data entry and review for diverse lines of business. Processed high volumes of records while aligning outputs with quality standards. Worked with the team to improve labeling and processing procedures through ongoing training and quality meetings. • Conducted data entry and validation for high-volume datasets • Ensured data integrity and consistency across records • Attended weekly quality/development meetings to update processes • Supported uninterrupted project coverage for North American clients

2019 - 2024

Education

Work History