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AI & Prompt Engineering

Custom prompts built around real personal needs — showcasing context-aware design, few-shot techniques, and practical LLM workflows.

Note: These prompts were created based on personal needs, so their usefulness will vary depending on the reader's context. Nonetheless, they showcase how prompt engineering works through techniques such as context-setting, few-shot prompting, role assignment, and output formatting constraints.

CLI Output Breakdown Prompt

A prompt designed to take raw CLI output and break it down into clear, structured explanations — useful for learning what terminal commands are actually doing under the hood.

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Explaining AI Terms for Noobs

A prompt framework that takes jargon-heavy AI terminology and translates it into plain, beginner-friendly language — helpful for onboarding people new to the AI space.

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Postgrad Thesis to Journal Paper

A prompt that guides an LLM to transform a postgraduate thesis into a structured, publication-ready journal paper — handling tone shifts, abstract writing, and section reorganisation.

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Parent-Friendly Homework Explanation Framework

A prompt that re-explains school homework assignments in language a parent can understand, enabling them to meaningfully help their child without needing subject-matter expertise.

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Convert Cisco Netacad Labs into Ready-to-Publish Project Write-ups

A prompt designed to take raw Cisco Networking Academy lab outputs and reformat them into polished, professional project write-ups suitable for a portfolio or publication.

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Arabic to English Word Analysis and Translation

A prompt for deep Arabic-to-English word analysis — going beyond simple translation to cover root meanings, grammatical context, and usage nuance for language learners.

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