Drew R.

Key Skills

Software

No software listed

Top Subject Matter

Education / EdTech

Professional Learning & Training

Technology / Digital Systems

Top Data Types

Image

Text

Document

Top Task Types

Classification

Text Summarization

Fine-tuning

RLHF

Prompt + Response Writing (SFT)

Text Generation

Transcription

Evaluation/Rating

Freelancer Overview

I have experience supporting AI-related initiatives through content development, structured writing, instructional design, and evaluation-focused workflows. In my current role with Tulsa Public Schools, I regularly create clear, standards-aligned materials designed to improve understanding, consistency, and decision-making across complex systems. This includes developing training resources, structured guidance documents, support workflows, and AI-assisted prototypes focused on organizational learning and user experience. My work requires strong attention to clarity, nuance, accuracy, and the ability to anticipate how users interpret and respond to information. While my background is not in traditional large-scale data labeling, many of the core skills overlap closely with AI training work: evaluating language quality, refining prompts and outputs, identifying ambiguity, organizing information consistently, and writing for both human understanding and system interpretation. I also have experience reviewing and improving AI-generated responses for tone, reasoning, and usability. My combination of systems thinking, instructional design, and high-volume professional writing allows me to approach AI training tasks with a strong focus on logic, clarity, and real-world usability.

Education

Work History