Key Skills

Freelancer Overview

While I'm never to AI training, My core differentiator is my background in consulting, operations, and business strategy, which I bring into AI training contexts. As a former COO of a fast-growing startup and a BCG consultant, I’ve spent years structuring ambiguous problems, synthesizing complex information, and producing clear, high-quality written outputs for executive audiences. I’ve also built and implemented systems that leveraged AI tools (including training GPT models and using AI to classify and analyze large datasets), giving me a practical understanding of how training data impacts downstream model performance. This combination of precise execution, strategic thinking, and experience creating scalable content systems allows me to produce nuanced, high-signal training data—especially in domains like business strategy, operations, and professional communication.

Labeling Experience

Education

Work History