James M.

Key Skills

Software

No software listed

Top Subject Matter

My strongest area is adaptability. Rather than deep expertise in one specific industry

I excel at quickly learning new domains

applying guidelines accurately across diverse topics. Over time

I've labeled data for e-commerce

technology

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Polygon

Segmentation

Text Generation

Entity (NER) Classification

Text Summarization

Freelancer Overview

I have over two years of hands-on experience labeling data for computer vision (polygons, bounding boxes, landmarks in CVAT/Labelbox) and NLP (NER, sentiment, intent classification). I'm precise with complex guidelines and comfortable spotting edge cases quickly. I've done quality assurance, running Inter-Annotator Agreement checks and coaching junior annotators to reduce errors. I also use basic Python (Pandas) to track throughput and improve workflows. I know that good data makes good models, so I balance speed with accuracy.

Labeling Experience

Education

Work History