Key Skills

Software

CVAT

Doccano

LabelImg

Label Studio

Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Audio Recording

Classification

Evaluation Rating

Prompt Response Writing SFT

Text Generation

Freelancer Overview

I’m a full-stack developer with over 10 years of experience in software engineering, and I’ve spent much of that time working on structured data systems, multilingual text management, and UI/UX logic — all of which align closely with AI training workflows. I’ve led and contributed to projects involving phrase-level translation systems, reward processing pipelines, structured data QA, and user-facing interfaces, which required evaluating text, labels, and logic with precision and consistency. In the context of AI training, I bring hands-on experience in text classification, UI localization QA, structured data validation, and code logic evaluation. I’m proficient with tools like Label Studio, Doccano, and CVAT, and I’ve worked with proprietary systems that mimic labeling workflows for internal QA and translation validation. My combination of development experience and attention to detail allows me to approach labeling tasks with a deep understanding of both data structure and end-user context.

Labeling Experience

Education

Work History