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secondary case study

PostShifterPro

AI content repurposing tool

Status
Live web app
Engagement
Independent project
Role
Full-stack & AI engineer
PostShifterPro content repurposing tool

The problem

Turning an article or link into platform-appropriate social posts and newsletters takes repetitive manual rewriting.

What was built

A live tool that turns a link or article into platform-ready social and newsletter drafts.

Audience

Creators, marketers and small teams repurposing source material.

Technical highlights

  • Source-to-draft workflow
  • Platform-ready output formats
  • LLM-assisted rewriting

My responsibilities

  • Full-stack implementation
  • AI workflow design
  • Interface

Why it matters for a client

Shows a focused LLM product that automates a repetitive content workflow.

Constraints and trade-offs

Output still requires human review for accuracy and tone. Exact integrations and use cases should be confirmed before promotion.

Privacy and accessibility

Source material is processed by LLM providers; review the platform privacy policy before submitting sensitive content.

Verified evidence

Live at postshifterpro.qzz.io and listed on the owner portfolio as an independent live web app using Next.js, TypeScript, Tailwind and Groq.

Limitations

Independent tool; usage and output quality are not independently measured. No guarantee of publish-ready accuracy.

Technology

Next.jsTypeScriptTailwind CSSGroqAI
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Updated 2026-11-06. Independent work unless otherwise noted. Links, status and claims are qualified where they have not been independently verified.