Jacob S.

Key Skills

Software

Label Studio

Top Subject Matter

Technical Documentation

AI Model Evaluation

Business Documentation

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

Senior Content Evaluation Specialist. Core strengths include Label Studio and Google Sheets. Education includes Doctor of Philosophy, Florida Atlantic University (2006) and Master of Science, Florida Atlantic University (2003). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Senior Content Evaluation Specialist

Label StudioText

As a Senior Content Evaluation Specialist, I was responsible for reviewing and evaluating AI-generated technical and operational documentation. I provided structured written assessments, detailed feedback, and quality assurance evaluation for large, text-based datasets. My work supported research, reporting projects, and documentation consistency in remote environments. • Applied detailed annotation guidelines to assess and rate AI model outputs • Utilized internal review systems and structured frameworks for dataset evaluation • Escalated ambiguous content with reasoned explanations for further review • Maintained accuracy and consistency across high volumes of text annotation tasks

2019 - 2024

Documentation & Data Review Analyst

TextClassification

As a Documentation & Data Review Analyst, I worked extensively with structured labeling, content categorization, and data verification tasks. My responsibilities included organizing and labeling business data, preparing technical notes, and report writing for information management. I collaborated on annotation training and quality assurance in document review workflows. • Categorized and classified text data within structured documentation processes • Trained junior reviewers in annotation standards and quality criteria • Supported projects involving high-volume document evaluation and information accuracy • Utilized spreadsheet analysis and document review tools for annotation tasks

2007 - 2018

Education