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Portfolio project · Web development

HiPub

A web application exploring conversational recommendations and location-based discovery.

The problem

A recommendation experience needs to connect conversational input with useful location data.

My contribution

  • Integrated AI and location services in a web application.
  • Worked with PostgreSQL application data and JWT authentication.
  • Explored conversational interactions as a way to discover places.

Tools & focus: JavaScript, LangChain.js, OpenAI API, Google Places, PostgreSQL, JWT

Validation & considerations

Useful checks include API error handling, authentication behavior, and whether returned place information matches user intent.

Discuss my experience