Ron B.

Key Skills

Software

Label Studio

Prodigy

Appen

Scale AI

Top Subject Matter

Natural Language Processing

Machine Learning

Linguistics Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Entity (NER) Classification

Freelancer Overview

Language Data Annotator – Freelance / Remote. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio, Prodigy, and Appen. Education includes Bachelor of Arts, University of Texas at San Antonio (2018). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification.

Labeling Experience

Language Data Annotator – Freelance / Remote

Label StudioTextEntity (NER) Classification

As a freelance language data annotator, I performed multilingual annotation and analysis of English text and conversational data for AI and NLP projects. I routinely executed precise labeling, ensuring high accuracy and consistency in line with detailed guidelines for a variety of machine learning initiatives. Rigorous quality assurance procedures and regular collaboration with team leads defined the role. • Annotated text for intent, syntax, semantics, sentiment, and named entities • Maintained over 98% annotation accuracy through consistent QA and validation • Applied multi-tier labeling systems for complex linguistic tasks • Contributed to the refinement and documentation of annotation standards

2022 - Present

Education

Work History