Sara R.

Key Skills

Software

No software listed

Top Subject Matter

Multimodal AI (Text, Image, Audio) output evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Document

Top Task Types

No task types listed

Freelancer Overview

AI Evaluation Contributor. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Master of Education, Estacio de Sa (2021) and Associate Degree in Information Technology, Bergen Community College (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Evaluation Contributor

Text

As an AI Evaluation Contributor at Handshake AI, I assessed the outputs of text, image, and audio models using established quality rubrics. My work involved identifying and categorizing errors, inconsistencies, and edge cases to support iterative model improvement. I provided detailed, structured written reports to inform development teams and maintain high annotation standards. • Evaluated multimodal AI outputs for correctness, coherence, tone, and instruction-following • Applied rubric-based scoring and documented objective quality feedback • Identified hallucinations and inconsistencies to enhance AI accuracy and reliability • Maintained independent, deadline-driven workflow in a remote environment.

2024 - Present

Education

Work History