Sandra White

Key Skills

Software

AWS SageMaker

CrowdFlower

Datasaur

iMerit

Mercor

Supervisely

Remotasks

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Computer Code Programming

Image

Top Task Types

Action Recognition

Computer Programming Coding

Mapping

Object Detection

Red Teaming

Freelancer Overview

I have experience supporting AI training and evaluation through high-quality data labeling, prompt analysis, and response evaluation for large language models. My work focuses on assessing model outputs for accuracy, reasoning quality, instruction adherence, and tone, as well as refining prompts to improve consistency and performance. I am comfortable working with complex guidelines, edge cases, and iterative feedback cycles to ensure reliable, production-ready training data.

Labeling Experience

LLM Response Evaluation and Ranking

Scale AITextClassification

Evaluated and ranked large language model outputs based on accuracy, reasoning quality, instruction adherence, and tone. Provided detailed justifications and corrective feedback to support model fine-tuning and performance improvements.

Evaluated and ranked large language model outputs based on accuracy, reasoning quality, instruction adherence, and tone. Provided detailed justifications and corrective feedback to support model fine-tuning and performance improvements.

2021 - 2022

Education

Work History