At Micro1, I participated in AI data annotation and model training projects, evaluating LLM and robotic response outputs against detailed project rubrics.
I identified and documented inaccuracies, hallucinations, and logical inconsistencies in generated content, contributing findings to model optimization.
As a Home Video Contributor on the Yellowstone and Volcano projects, I categorized video datasets and annotated behavior with precise timestamps for AI training.
At the Riara University Law Journal, I review legal submissions, verify citations and authorities, and edit for clarity and formatting while preserving authors’ intent.

