Key Skills

Software

Dataloop

Labelbox

Prodigy

Supervisely

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Bounding Box

Classification

Entity Ner Classification

Segmentation

Transcription

Freelancer Overview

I’m a detail-oriented AI trainer and data labeler with hands-on experience working across mobile and PC platforms to improve model accuracy and real-world performance. My work focuses on high-quality annotation, precise transcription, structured data evaluation, and edge-case identification, ensuring datasets are clean, consistent, and aligned with project guidelines. I bring strong analytical thinking, pattern recognition, and quality control discipline to every task, which helps reduce error rates and improve overall model reliability. What sets me apart is my ability to combine technical accuracy with contextual judgment. Beyond basic labeling, I evaluate ambiguity, flag inconsistencies, and maintain strict adherence to annotation standards under tight deadlines. With a background in structured academic training and real-world testing environments, I approach AI training not just as repetitive tagging, but as system refinement — understanding how each labeled datapoint contributes to smarter, more robust machine learning models.

Labeling Experience

Education

Work History