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Jones Catherine

Jones Catherine

Expert in LLM Text Labeling, RLHF and SFT Evaluation

Kenya flagBUFFALO, Kenya
$20.00/hrExpertAppenClickworkerCloudfactory

Key Skills

Software

AppenAppen
ClickworkerClickworker
CloudFactoryCloudFactory
Data Annotation TechData Annotation Tech
LabelboxLabelbox
MercorMercor
MindriftMindrift
OneFormaOneForma
RemotasksRemotasks
V7 LabsV7 Labs
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
Computer Code ProgrammingComputer Code Programming
VideoVideo

Top Task Types

Audio Recording
Computer Programming Coding
Prompt Response Writing SFT
RLHF

Freelancer Overview

Got more than three years of hands-on experience working with AI training data and labeling text. I focus on building solid datasets for big language models, keeping things accurate while making sure they follow ethical guidelines. Since 2022, I’ve worked solo as an AI Content Writer and Editor for OpenAI’s Contributor Network - writing, editing, and checking facts for over 500 custom prompt-answer sets using Supervised Fine-Tuning methods. On top of that, I’ve done RLHF reviews to help fine-tune how AI responds. This effort has boosted performance in understanding natural language, especially within tech and education subjects. I speak fluent English - near-native level - and pick up new topics fast, check sources carefully, follow rules closely, which cuts mistakes by around a quarter. Right now, I'm working on a Master’s in Computational Linguistics at the University at Buffalo, where I've built strong knowledge in natural language processing and writing styles. Alongside that, I’ve edited for The Buffalo News and tutored students, both of which sharpened my ability to summarize texts, sort information accurately, answer questions clearly - skills that help me write tight, on-point material blending human insight with AI tools. My work includes clear explanations, smooth teamwork across time zones, delivering practical setups for training advanced language models.

ExpertEnglish

Labeling Experience

No Data Labeling experience added

Jones C. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

U

University At Buffalo

Master Of Arts, Computational Linguistics

Master Of Arts
2023 - 2026
U

University At Buffalo

Bachelor Of Arts, English Literature

Bachelor Of Arts
2014 - 2018

Work History

T

The Buffalo News

Content Editor & Writer

Buffalo
2020 - 2022
U

University at Buffalo Writing Center

Academic Writing Tutor

Buffalo
2017 - 2019