James S.

Key Skills

Software

Other

Top Subject Matter

Generative AI response evaluation and QA

Visual feature annotation for AI training/evaluation

Legal Services & Contract Review

Top Data Types

Text

Video

Image

Document

Top Task Types

Transcription

Computer Programming/Coding

Entity (NER) Classification

Data Collection

Freelancer Overview

Independent Digital Task Specialist / AI Contributor (Remote) — AI Output Evaluation & Ranking. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, Abertay University and Certificate, Coursera (2026). AI-training focus includes data types such as Text and Video and labeling workflows including Evaluation, Rating, and Annotation.

Labeling Experience

Independent Digital Task Specialist / AI Contributor (Remote) — Visual Content Annotation

OtherVideo

Performed detailed data annotation and labeling across text and visual content, including short clips, while adhering to strict project rubrics. Labeled features for accuracy review and consistency across high-volume remote tasks. Maintained 98%+ accuracy while identifying gaps and anomalies for improved downstream model use. • Labeled visual content (images/videos/short clips) for feature identification • Applied rubric-driven annotation for consistency and accuracy • Supported quality review by identifying issues and inconsistencies • Completed high-volume tasks and met deadlines in fast-paced settings

2023 - Present

Independent Digital Task Specialist / AI Contributor (Remote) — AI Output Evaluation & Ranking

OtherText

Evaluated and ranked AI-generated responses for accuracy, relevance, clarity, and coherence using project rubrics. Provided structured feedback intended to improve generative model performance and reliability. Performed quality control to identify inconsistencies, bias indicators, and quality gaps in outputs. • Reviewed AI responses against rubric criteria and rating guidelines • Delivered actionable feedback for model improvement and clearer outputs • Flagged bias, inconsistencies, and reliability issues for better end-user experience • Conducted proactive QC checks and recommended workflow improvements

2023 - Present

Education

Work History