Brian W.

Key Skills

Freelancer Overview

Although I am entering the AI training space at the ground floor, my background in professional copywriting, digital marketing, and curriculum design provides me with a strong foundational understanding of data quality and linguistic precision. I am highly familiar with the mechanics of RLHF (Reinforcement Learning from Human Feedback), prompt engineering, and the critical role that human evaluation plays in minimizing model hallucinations and ensuring factual accuracy. My day-to-day professional work requires strict adherence to complex brand guidelines, rigorous fact-checking, and the ability to analyze and refine structural logic in written content. I am looking to translate this experience into evaluating LLM outputs, crafting high-quality prompt-response datasets, and providing the nuanced feedback necessary to push frontier models toward peak performance and alignment.

Education

Work History