Violet Uche

Key Skills

Software

OneForma

Other

Top Subject Matter

Conversational AI

Content Generation

Natural Language Processing

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Prompt Writer / Author. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma and Other. Education includes Bachelor of Arts, University of Lagos (2022) and Bachelor of Science, University of Lagos (2021). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Prompt Writer / Author

OneformaTextPrompt Response Writing SFT

In this role, I designed and refined prompts for conversational AI and content generation systems. I collaborated with engineers to optimize AI models through feedback and testing cycles. The focus was on enhancing the naturalness, engagement, and accuracy of large language models. • Developed and iterated prompt sets for various use cases, including customer service bots and narrative systems. • Conducted ongoing research to adapt strategies based on AI industry advancements. • Worked remotely and used internal/proprietary tools with global teams for prompt engineering work. • Ensured that prompt engineering supported reliable, creative, and contextually appropriate AI output.

In this role, I designed and refined prompts for conversational AI and content generation systems. I collaborated with engineers to optimize AI models through feedback and testing cycles. The focus was on enhancing the naturalness, engagement, and accuracy of large language models. • Developed and iterated prompt sets for various use cases, including customer service bots and narrative systems. • Conducted ongoing research to adapt strategies based on AI industry advancements. • Worked remotely and used internal/proprietary tools with global teams for prompt engineering work. • Ensured that prompt engineering supported reliable, creative, and contextually appropriate AI output.

2023 - 2024

AI Content Analyst

OtherText

As an AI Content Analyst, I evaluated and annotated large text datasets for training and benchmarking language models. My responsibilities included annotating data, developing evaluation scenarios, and participating in adversarial testing. These efforts improved the contextual understanding and fluency of AI models. • Engaged in prompt auditing to ensure safe and accurate outputs. • Collaborated with data scientists to enhance reliability of model results. • Used internal tools provided by Toptal for tagging and dataset management. • Focused on quality control, annotation, and benchmarking tasks in text AI projects.

As an AI Content Analyst, I evaluated and annotated large text datasets for training and benchmarking language models. My responsibilities included annotating data, developing evaluation scenarios, and participating in adversarial testing. These efforts improved the contextual understanding and fluency of AI models. • Engaged in prompt auditing to ensure safe and accurate outputs. • Collaborated with data scientists to enhance reliability of model results. • Used internal tools provided by Toptal for tagging and dataset management. • Focused on quality control, annotation, and benchmarking tasks in text AI projects.

2022 - 2023

Education

Work History