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Zulfia Chynar-satimbai

Zulfia Chynar-satimbai

RLHF, SFT

United Kingdom flagLondon, United Kingdom
$-35.00/hrIntermediateRemotasksInternal Proprietary ToolingScale AI

Key Skills

Software

RemotasksRemotasks
Internal/Proprietary Tooling
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
RLHF
Translation Localization

Freelancer Overview

I developed rubrics for assessing the accuracy and completeness of the responses by four different models, while providing detailed feedback to project managers and junior annotators to improve data quality. Additionally, I conducted research for robust justifications for penalizing unsafe responses, including identifying “jailbreak” conversations. Finally, I tested AI models by iteratively increasing prompt complexity, achieving over a 30% improvement. I also engineered multi-turn prompts with category, persona, semantic, and formatting constraints.

IntermediateFrenchEnglishRussian

Labeling Experience

Scale AI

Fishbowl

Scale AITextRLHFEvaluation Rating
Writing prompts, rating models answers, developing rubrics for training the models, and re-writing the responses. Editing other annotators' work.

Writing prompts, rating models answers, developing rubrics for training the models, and re-writing the responses. Editing other annotators' work.

2024
Scale AI

Russian Localization

Scale AITextTranslation LocalizationRLHF
Writing prompts to generate model failure, provide LIKERT ranking and re-write the responses.

Writing prompts to generate model failure, provide LIKERT ranking and re-write the responses.

2024 - 2024

LLM training

Internal Proprietary ToolingTextRLHF
Annotating client-generated prompts in English, filtering out jailbreaks and harmful prompts.

Annotating client-generated prompts in English, filtering out jailbreaks and harmful prompts.

2024 - 2024

Education

A

AiCore

Specialist Bootcamp, AI And Data Science

Specialist Bootcamp
2023 - 2024
U

University of Cambridge

Master of Philosophy, Development Studies

Master of Philosophy
2009 - 2010

Work History

O

Outlier

AI Expert

London
2024 - Present
T

Translated

RLHF annotator/reviewer

London
2024 - 2024