Sara Larson

Key Skills

Software

Appen

CrowdSource

Data Annotation Tech

OneForma

Other

Don't disclose

Internal/Proprietary Tooling

CVAT

Clickworker

Prodigy

Top Subject Matter

General AI and Machine Learning

Transcription and Editing

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Audio

Top Task Types

Bounding Box

Segmentation

Classification

Entity Ner Classification

Point Key Point

Object Detection

Text Generation

Question Answering

Text Summarization

Fine Tuning

Transcription

Evaluation Rating

Freelancer Overview

Freelance AI Data Labeler and Evaluator. Brings 17+ years of professional experience with 4 years dedicated to AI training, across complex professional workflows, research, and quality-focused execution. Core strengths include Appen, RWS, and Centific. Education includes Associate of Applied Science, Anoka-Ramsey Community College (2020) (incomplete) and Diploma in Medical Assisting, Minneapolis Business College (2002). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating, Listening and Grading, Evaluating Audio and Visual Media, Visual Comparison, Inpainting, Bounding Box, Rich Transcription, Referring Expressions, Color Picking, Geographic Relationships, Auditing and more.

Labeling Experience

Freelance AI Data Labeler and Evaluator

AppenTextEvaluation Rating

Collaborated with OneForma, RWS and Appen on AI-centric projects focused on improving machine learning models. Performed detailed data reviews and adhered closely to project guidelines to ensure high-quality labeled data for various AI systems. Contributed to both project eligibility and data processing efficiency through adaptive and accurate performance. • Executed evaluation and annotation on diverse AI tasks involving text data. • Generated comprehensive reports and feedback for iterative AI improvement. • Mastered multiple task guidelines to qualify for over 20 separate projects. • Utilized internal and proprietary platforms provided by OneForma and Appen for labeling and evaluation work.

Collaborated with OneForma, RWS and Appen on AI-centric projects focused on improving machine learning models. Performed detailed data reviews and adhered closely to project guidelines to ensure high-quality labeled data for various AI systems. Contributed to both project eligibility and data processing efficiency through adaptive and accurate performance. • Executed evaluation and annotation on diverse AI tasks involving text data. • Generated comprehensive reports and feedback for iterative AI improvement. • Mastered multiple task guidelines to qualify for over 20 separate projects. • Utilized internal and proprietary platforms provided by OneForma and Appen for labeling and evaluation work.

2020 - Present

One Forma

TextEvaluation Rating

Evaluated results from search queries.

Evaluated results from search queries.

2023 - 2024

Education

Work History