Cher N.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM prompt optimization and evaluation for content/marketing workflows

LLM-assisted content generation and quality checking for digital product marketing

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Prompt Engineer & Digital Product Creator - Freelance. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Canva AI. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Digital Product Entrepreneur (2026 - Present) — Ko-fi, Payhip, Gumroad, RaketPH

Text

Digital Product Entrepreneur work included producing AI-assisted digital resources and creating marketing/product content supported by LLM workflows. While primarily product-focused, the activities required generating and validating text outputs for product descriptions and sales materials intended for public consumption. This can be treated as ongoing AI output quality checking in an LLM-assisted content production loop. • Created AI-assisted digital resources and Canva-based products. • Produced product descriptions, marketing materials, and sales content. • Iterated generated copy to meet quality and messaging requirements. • Managed and operated multiple sales platforms for published materials.

2026 - Present

Freelance AI Prompt Engineer & Digital Product Creator

No description provided.

2025 - Present

Freelance AI Prompt Engineer & Digital Product Creator - Freelance

Designed and optimized AI prompts to support content creation, marketing, and productivity workflows. Built structured prompt systems to improve clarity and output quality from AI models. Evaluated AI responses to ensure they were accurate, relevant, and followed the intended instructions. • Prompt design and optimization • AI response evaluation • Instruction-following and critical thinking • Content and marketing workflow support

2025 - Present

Freelance AI Prompt Engineer & Digital Product Creator (2025 - Present) — Remote

Don't discloseTextPrompt + Response Writing (SFT)

Freelance AI Prompt Engineer and Digital Product Creator work focused on designing prompt systems to steer LLM outputs for content creation, marketing, and productivity workflows. The role included evaluating AI-generated responses for clarity, relevance, accuracy, and adherence to instructions. This experience aligns with supervised instruction/prompt-response style training and iterative refinement of model behavior via human feedback. • Designed and optimized structured prompts for downstream generation tasks. • Performed response evaluation to judge quality across multiple criteria. • Refined prompt instructions to improve consistency and instruction-following. • Supported workflow development using prompt testing and iteration.

2025 - Present

Education

Work History