Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Top Label Types

Action Recognition

Audio Recording

Freelancer Overview

I hold a degree in Criminology and Security Studies, which has trained me to approach information with analytical rigor, attention to detail, and strong pattern-recognition skills and competencies directly applicable to data labeling and AI training workflows. My academic and professional background required structured analysis of behavioral patterns, risk indicators, investigative documentation, and compliance-based evaluation, all of which align closely with annotation accuracy, content categorization, and quality assurance standards in AI datasets. In addition, I am proficient in AI prompting and applied AI tools, giving me a strong understanding of how training data influences model performance. I understand the importance of clean, unbiased, and context-aware annotations in supervised learning systems. My familiarity with prompt engineering, structured data handling, and model output evaluation enables me to contribute not just as a labeler, but as someone who understands the broader AI training lifecycle, including data validation, consistency checks, and feedback refinement for improved model accuracy, while working with raiinmaker AI.

Labeling Experience

Education

Work History