Kristin Assis

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Image

Audio

Text

Top Label Types

Bounding Box

Audio Recording

RLHF

Freelancer Overview

I am a detail-oriented AI evaluator and data quality analyst with hands-on experience assessing large language model outputs for accuracy, reasoning, and policy compliance. My background includes applying structured scoring rubrics, ranking and rating responses, detecting hallucinations, and providing clear written feedback to improve model performance within RLHF and guideline-driven environments. I excel at data annotation, fact-checking, and instruction adherence analysis, maintaining high standards of precision and accountability. My experience managing business operations and real estate investments has further strengthened my analytical and organizational skills, allowing me to thrive in independent, accuracy-focused roles within AI and data quality domains.

Labeling Experience

RLHF Rater

Scale AITextRLHF

Evaluated AI responses for instruction following, helpfulness, safety, and tone. Read and researched answers from AI, applied rating and reasoning for each rating, including notes on how to make the response more helpful, sometimes correcting and rewriting responses

Evaluated AI responses for instruction following, helpfulness, safety, and tone. Read and researched answers from AI, applied rating and reasoning for each rating, including notes on how to make the response more helpful, sometimes correcting and rewriting responses

2025 - 2025

AI Voice Recording

Scale AIAudioAudio Recording

Read and recorded text in natural voice. Spoke in conversations to record voice for clarity, tone, emotion, and accuracy

Read and recorded text in natural voice. Spoke in conversations to record voice for clarity, tone, emotion, and accuracy

2025 - 2025

Image Evaluation

Scale AIImageBounding Box

Evaluated images for quality and instruction following, added and removed parts of an image with a mask or bounding box, refilled masked area with background. Added additional elements to images. Selected and described detailed images, color in images, and errors. Wrote instructions as to how to improve image.

Evaluated images for quality and instruction following, added and removed parts of an image with a mask or bounding box, refilled masked area with background. Added additional elements to images. Selected and described detailed images, color in images, and errors. Wrote instructions as to how to improve image.

2025 - 2025

Education

Work History