James P.

Key Skills

Software

No software listed

Top Subject Matter

Legal

Top Data Types

Document

Audio

Text

Top Task Types

Classification

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Freelancer Overview

Over the past two years, I have worked as a remote AI trainer and legal subject-matter expert, evaluating and improving the performance of large language models (LLMs). My work has involved reviewing AI-generated responses for factual accuracy, legal reasoning, instruction adherence, clarity, and overall quality. I compare model outputs, identify unsupported conclusions and hallucinations, refine prompts, and provide structured feedback to improve model performance across a variety of legal and analytical tasks. My legal background complements this work by bringing more than 25 years of experience in legal analysis and over 22,000 quasi-judicial hearings requiring independent evaluation of evidence, witness credibility, statutory interpretation, and written findings of fact and conclusions of law. This combination enables me to assess AI-generated legal content with a strong focus on logical reasoning, evidentiary support, consistency, and clear written communication while working effectively in remote, asynchronous review environments.

Labeling Experience

Education

Work History