Kalliroi Onoufriou

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Prompt Response Writing SFT

Freelancer Overview

I have hands-on experience evaluating and annotating AI-generated legal content, focusing on data labeling, prompt drafting, and structured feedback to enhance model accuracy and compliance. My work as a freelancer with Scale AI/Outlier involves reviewing legal datasets for factual accuracy, clarity, and adherence to project guidelines, as well as collaborating within fast-paced annotation workflows to improve the consistency and reliability of training data. With a background in contract negotiation, regulatory compliance, and corporate law, I bring strong attention to detail, critical thinking, and experience using tools like iManage and Salesforce. I am passionate about leveraging my legal expertise to contribute to high-quality AI training data, particularly in the domains of corporate, regulatory, and contract law.

Labeling Experience

AI training and evaluation in the Legal Domain

Scale AITextPrompt Response Writing SFT

I took part in various projects of the Platform with the main objective to provide challenging and complex prompts in the legal domain which could make the model stump and fail. In those projects I drafted promps and rubrics based on specific guidelines and I also reviewed other contributors' tasks for accuracy and instruction-following.

I took part in various projects of the Platform with the main objective to provide challenging and complex prompts in the legal domain which could make the model stump and fail. In those projects I drafted promps and rubrics based on specific guidelines and I also reviewed other contributors' tasks for accuracy and instruction-following.

2025

Education

Work History