Jason Bieber

Key Skills

Software

Data Annotation Tech

Top Subject Matter

Information Technology / Technical Support

Generative AI & Conversational Systems

Gaming & Consumer Technology

Top Data Types

Image

Document

Text

Top Task Types

Classification

Text Summarization

RLHF

Evaluation/Rating

Prompt + Response Writing (SFT)

Object Detection

Fine-tuning

Freelancer Overview

Experienced AI training and data annotation contributor with hands-on work evaluating and improving large language model outputs across a wide range of tasks, including instruction-following, conversational quality, reasoning accuracy, summarization, content safety, and creative generation. Skilled in comparing model responses against detailed rubrics, identifying factual inconsistencies, rewriting low-quality outputs, and producing high-quality “gold standard” responses designed to improve model performance and reliability. Comfortable working independently in remote, fast-paced environments requiring strong attention to detail, consistency, and analytical thinking. What sets me apart is the ability to balance technical precision with genuine human perspective. I don’t just evaluate whether an AI response is “correct”. I look at whether it actually feels helpful, natural, trustworthy, and aligned with real human expectations. My background in both information technology and customer-facing environments has given me strong communication skills, patience, adaptability, and the ability to interpret nuance beyond rigid scoring guidelines. I take pride in producing thoughtful, consistent work that improves the overall quality of AI interactions rather than simply completing tasks as quickly as possible.

Labeling Experience

Education

Work History