Key Skills

Software

CVAT

SuperAnnotate

V7 Labs

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Audio Recording

Classification

Data Collection

Evaluation Rating

Point Key Point

Question Answering

Text Generation

Text Summarization

Transcription

Freelancer Overview

I have hands-on experience working with data labeling and AI training data across text, structured data, and evaluation tasks. My work has involved annotating datasets for classification, entity extraction, sentiment analysis, and quality assessment, with a strong focus on accuracy, consistency, and adherence to detailed guidelines. I’m comfortable handling edge cases, resolving ambiguities, and maintaining high inter-annotator agreement, which helps ensure the data is reliable for model training and evaluation. What sets me apart is my analytical mindset and understanding of how labeled data directly impacts model performance. With a background in SQL, basic machine learning concepts, and real-world project work, I approach labeling not as a repetitive task but as a quality-critical process. I pay close attention to bias, data balance, and long-term model behavior, and I’m quick to adapt to new tools, schemas, or evolving instructions. This combination of technical awareness, attention to detail, and ownership of data quality allows me to contribute effectively to high-impact AI training initiatives.

Labeling Experience

Education

Work History