Jorge V.

Key Skills

Software

Data Annotation Tech

Remotasks

Top Subject Matter

AI training dataset preparation and dataset validation/quality assurance

AI/ML dataset annotation

Evaluation Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Classification

Bounding Box

Evaluation/Rating

Question Answering

Object Detection

Text Summarization

Freelancer Overview

Junior AI & Data Operations Associate (United States). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Boise State University (2016). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI Data & Machine Learning Operations Specialist (Lamb Weston, Idaho Falls, Idaho)

Text

Annotated and reviewed structured and unstructured datasets used in AI and machine learning workflows. Validated labeled data for accuracy, consistency, and adherence to technical standards, using statistical and logical reasoning to verify reliability. Performed comparative evaluations of system-generated outputs to detect inconsistencies, bias indicators, and data quality issues. • Execute classification and tagging tasks • Conduct quantitative analysis and dataset validation • Perform comparative output evaluations and reliability checks • Apply bias detection and guideline audits for labeled data

2016 - Present

Junior AI & Data Operations Associate (United States)

TextClassification

Performed manual data labeling and structured annotation tasks to support early AI and analytics projects. Reviewed datasets for completeness, consistency, and formatting accuracy prior to downstream use. Conducted validation checks to identify errors and inconsistencies that could impact model performance. • Assisted with preparation and organization of datasets • Supported manual labeling and structured annotation • Performed completeness/consistency/format validation • Collaborated with technical staff on data quality objectives

2013 - 2016

Education

Work History