Stephen P.

Key Skills

Software

Other

Top Subject Matter

AI model training and dataset quality assurance

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Data Annotator, Ather Project (Project-Based Contract Role). Brings 13+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Business Administration (Executive Pathway), BCIT School of Business (2024) and Project Management Associate Program, BCIT (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Annotator, Ather Project (Project-Based Contract Role)

OtherText

Provided human-in-the-loop data annotation and evaluation support for the Ather AI project. Reviewed prompts, responses, and task criteria to ensure accuracy, relevance, clarity, safety, and adherence to guidelines. Supported AI model training through QA workflows and quality checks. • Annotate and evaluate dataset/task items for training readiness. • Perform guideline-based QA on prompt/response pairs. • Validate outputs for correctness and safety compliance. • Provide feedback to improve labeling quality and model performance.

2023

Education

Work History