Key Skills

Software

No software listed

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Task Types

Text Generation

Text Summarization

Freelancer Overview

I’m a detailed driven annotator who enjoys turning messy text into crisp, model structure. In my projects I’ve labeled intents, sentiments, entities, and topics; drafted/optimized labeling rubrics; and run light QA passes to catch drift, guideline gaps, and low confidence edge cases. I’m comfortable reading dense material and applying definitions exactly the same way every time. My background in finance/accounting, economics, and law means I can label specialized content accurately (ratios, journal entries, contract terms, IRAC-style reasoning), while my research work covers survey design and thematic coding of open ended responses. I track consistency and agreement, keep tidy notes, and provide brief rationales when rating or ranking model outputs. Reliable, fast, and calm under deadlines. I help teams ship cleaner datasets that make models smarter.

Labeling Experience

Education

Work History