Caroline Nganga

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Label Types

Evaluation Rating

Prompt Response Writing SFT

RLHF

Freelancer Overview

I have hands-on experience working on multiple AI training projects across finance-focused and multimodal datasets. My work has involved both prompt engineering and model evaluation, with a strong emphasis on instruction-following and quality control. I began my AI training journey in a finance domain project, where I generated structured prompts and provided clear, illustrative responses to guide model behavior. I later transitioned to a more advanced finance project focused on instruction-following, where I designed system rules, created human-like user inputs, and enforced strict constraints to improve model compliance. As part of this work, I also developed structured “thinking” or reasoning steps to guide the model toward accurate and well-justified answers. In another role as a data annotator, I evaluated AI-generated images against detailed guidelines, assessing factors such as instruction adherence, naturalness, and overall quality. As the project progressed, I also created original prompts and conducted evaluations using the same strict criteria, ensuring consistency and high-quality outputs.

Labeling Experience

Education

Work History