Ivy F.

Key Skills

Software

Sama

Top Subject Matter

AI language model training data and linguistic quality improvement

Digital learning content development for AI/ML-adjacent training datasets

Conversational UI and text content supporting AI-like interaction experiences

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

Freelance AI Contributor & Content Writer. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama, N, and A. Education includes Bachelor of Arts, University of Nairobi (2017). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Freelance AI Contributor & Content Writer

SamaTextPrompt + Response Writing (SFT)

Created high-quality text datasets for AI model training, including prompts, conversations, and short- and long-form content. Reviewed and refined AI-generated outputs to improve clarity, accuracy, and natural language flow while adhering to safety rules and style manuals. Collaborated with QA teams to refine linguistic inputs and meet quality standards.• Dataset creation using prompts and conversational examples.• Output review and linguistic refinement for accuracy and readability.• Compliance with strict guidelines, safety rules, and style manuals.• Tone adaptation across multiple industries (tech, e-commerce, finance, lifestyle, education).

2022 - Present

Content Assistant – Digital Learning Projects

Text

Created and revised educational content, assessments, and scripts intended for online learning platforms. Applied accessibility and universal design principles to improve how information is presented. Conducted topic research to ensure factual accuracy and improved clarity, grammar, and writing consistency based on editorial feedback.• Educational content and assessment creation for K-12 and adult learning materials.• Fact-checking and topic research for factual accuracy.• Accessibility and universal design application for learning content.• Editorial revision work to enhance clarity and consistency.

2019 - 2022

Junior Copywriter

TextFunction Calling

Wrote marketing copy, product descriptions, and landing page content with attention to engagement and brand voice. Edited and optimized text using SEO principles and coordinated language alignment with UX and design requirements. Contributed to basic chatbot and conversational UI writing tasks to support conversational flows.• Marketing and landing page copywriting for digital agencies.• SEO editing and optimization for improved engagement.• Collaboration with designers and developers on UX and brand voice alignment.• Conversational/chatbot UI writing contributions.

2017 - 2019

Education

Work History