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Maung

An AI tool that turns a generic profile into a few realistic target roles using real job market data. Sign in with Google, get a focused read on where you actually fit, and keep ownership of your data.

maung.co
Maung website
AI
Grounded in market data
Google sign in
Privacy first
Web app
Built and shipped
The challenge

Career guidance is noisy and generic. The product had to take messy profile input and return a small number of grounded, realistic role suggestions, while being clear and trustworthy about data ownership.

Sector
AI career tool
Year
2026
Live at
maung.co
Our approach
  1. 1

    Wired an AI pipeline grounded in real job market data, not open ended guessing.

  2. 2

    Designed a calm, focused flow from sign in to a clear short list of roles.

  3. 3

    Built Google sign in with a privacy first stance, the user keeps their data.

  4. 4

    Shipped AI assisted and secured the auth and data paths end to end.

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