AI Learning & Content Design
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Case studies
Simplifying a Digital Business Model: From Multiple Offers to One Clear Customer Journey
AI workflow breakdown
Human intervention
The Challenge
AI tools can generate polished CVs, but often create unsupported claims.
The aim was to design a workflow that grounds applications in verified experience.
The Solution
A Retrieval-Augmented Generation workflow was designed to retrieve evidence
from structured career information before generating tailored documents.
Creating a RAG-Powered Content Generation Pipeline
AI workflow breakdown
Human intervention
Text editing by hand
Conversational AI for Structured Reflective Exercises
AI workflow breakdown
Human intervention
Text editing by hand
Creating a Personal Operating System for Managing Complex Projects
AI workflow breakdown
Human intervention
Text editing by hand
Designing an AI Assistant for Evidence-Based CVs & Cover Letters
AI workflow breakdown
Human intervention
Text editing by hand
Transforming Training Materials into an AI Knowledge Assistant
AI workflow breakdown
Human intervention
Text editing by hand
AI-Assisted Knowledge Synthesis for Complex Conversational Content
Purpose: To build a content production system that extracts, interprets, and develops publishable material from long-form AI conversations.
AI workflow breakdown
Content Category
Editorial/Content tools
Editorial/Content tools
Where published
Website, Linked
Website, Linked
AI tools used
Claude Artifacts, Claude Chat, Claude Skills
Claude Artifacts, Claude Chat, Claude Skills
AI tools that failed
None
None
Human intervention
Scoping the project, correcting each iteration and reviewing the text created by each phase.
