Key Skills

Freelancer Overview

I have extensive experience in educational research and STEM program leadership, with a strong focus on analyzing how social factors and identity influence learning outcomes. My background in ecosystem ecology and large-scale data-driven research has equipped me with skills in data collection, organization, and interpretation—key components of high-quality data labeling and annotation. Throughout my career, I have designed and led projects that required meticulous attention to detail, such as monitoring ecological data and evaluating student engagement, which are directly applicable to preparing and curating training datasets for AI applications. My expertise also includes facilitating workshops and developing integrative strategies to ensure that data reflects diverse perspectives and minimizes bias, which is essential for building robust and equitable AI systems.

Labeling Experience

Education

Work History