Key Skills

Freelancer Overview

I am an experienced Data Annotation Specialist and AI Logic Evaluator with a strong background in designing and managing large-scale, high-integrity datasets for machine learning and NLP applications. My expertise spans complex SQL querying, database architecture, and advanced annotation protocols, including RLHF and prompt engineering. I have worked extensively with AI training platforms to evaluate and improve LLM outputs, focusing on semantic fact-checking, hallucination detection, and strict adherence to quality guidelines. My hands-on experience includes leading data annotation projects for financial intelligence systems, performing high-volume AI data reviews, and ensuring logical consistency and accuracy in both synthetic and real-world data. I am passionate about delivering precise, reliable training data that powers advanced AI solutions.

Labeling Experience

Education

Work History