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AI tool · 2024Draft

BioLoom

An AI-assisted bio generator that turns scattered identity notes into concise, platform-ready personal copy.

Role
Frontend and AI product engineer: interaction flow, prompt surface, visual design, and deployment.
Stack
Next.jsTypeScriptVercel AI SDKGeminiGroqTailwind CSSshadcn/ui
Links
LiveSource
BioLoom monochrome cover

Context

Problem

Short profile bios are deceptively hard because they compress tone, audience, context, and professional signal into a tiny space.

Approach

Solution

BioLoom pairs a guided prompt structure with streaming generation and multi-model fallbacks (Gemini, Groq via the Vercel AI SDK), so users shape sharper, platform-specific bios — and can share the result.

Features

  • Streaming generated bios
  • Multi-model fallback (Gemini, Groq)
  • Platform-specific tone presets
  • Shareable output links

Architecture notes

  • The generation path is intentionally short to reduce drop-off.
  • The UI separates creative input from final copy review.

Challenges

Outcome

A compact AI utility that demonstrates how lightweight product structure can make generative interfaces feel useful.

What I learned

Lessons learned

  1. 01Good AI tools narrow the decision space before generation.
  2. 02Small tools still need strong typography and empty states.

Next steps

Next steps

  1. 01Add saved presets
  2. 02Improve multilingual output examples

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Crafted since 2024
ZhenXiao Mark YuZhenXiao Mark Yu
© 2026 ZhenXiao Mark Yu·Ontario, Canada
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Built with Next.js 16 · React 19 · Tailwind 4

Built with Next.js 16 · React 19 · Tailwind 4