Kristin Assis

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Evaluation Rating

Freelancer Overview

I have hands-on experience working on AI training and data annotation projects that involve evaluating and improving both text and image-based outputs. My work has included reviewing AI-generated responses for accuracy, relevance, completeness, tone, and adherence to detailed project guidelines, as well as identifying errors, inconsistencies, and edge cases that could impact model performance. In addition to text evaluation, I have performed image quality reviews, assessing visual outputs for clarity, correctness, alignment with prompts, and overall usability. I have also rewritten, edited, and refined AI responses to improve quality, correctness, and natural language flow when required, ensuring outputs meet project standards. I am comfortable applying consistent judgment across large volumes of tasks, working independently, and adapting quickly to evolving instructions. I bring strong attention to detail, critical reasoning skills, and clear written communication, all of which are essential for high-quality annotation and AI evaluation work.

Labeling Experience

AI Response and Image Evaluator

Scale AITextEvaluation Rating

I would evaluate ai text responses to a given prompt, do extensive research to check both responses for accuracy, then evaluate each response according to the specific rubric. I would rate for accuracy, helpfulness, quality, realism, and prompt compliance overall. I checked for spelling and language errors and rewrote the answer if needed. I explained in detail why one response or image was better than another. I recorded my voice in conversation with AI, evaluated images and videos for accuracy, and checked tediously for quality issues, hallucinations, bias, distortions, composition, and aesthetics on a wide variety of projects such as aging profiles, photorealism, sketch rendering output, and stylistic image outputs.

I would evaluate ai text responses to a given prompt, do extensive research to check both responses for accuracy, then evaluate each response according to the specific rubric. I would rate for accuracy, helpfulness, quality, realism, and prompt compliance overall. I checked for spelling and language errors and rewrote the answer if needed. I explained in detail why one response or image was better than another. I recorded my voice in conversation with AI, evaluated images and videos for accuracy, and checked tediously for quality issues, hallucinations, bias, distortions, composition, and aesthetics on a wide variety of projects such as aging profiles, photorealism, sketch rendering output, and stylistic image outputs.

2025 - 2025

Education

Work History