MVPConversationalLocation-aware
CommuneVerse — AI Event Concierge
Conversational discovery of events with geolocation and GPT-powered concierge.
Full Stack Engineer
AI & AgentsCommunity & EdTechNext.jsNode.jsOpenAIPostgreSQL
Context
Problem & context
- Communities wanted a natural language concierge to find nearby events.
- Recommendations needed to respect geofencing and time windows.
Architecture
Architecture & stack
- Next.js app with Node API for event search.
- OpenAI prompt orchestration with location and preference context.
- PostgreSQL-backed event catalog with geo indexes.
Features
Key flows
- Conversational search with follow-up refinement.
- Geolocation-aware recommendations and maps.
- Ticketing handoff and calendar sync.
Challenges
Engineering challenges & solutions
- Prompt conditioning to avoid hallucinated venues.
- Handling privacy for location storage.
- Keeping latency low for conversational feel.
Impact
Impact & metrics
- Deployed MVP tested across community events.
- Higher engagement through conversational UX.
- Foundation for brand-specific concierge experiences.
Next
What I’d improve next
- Add multi-agent planning for travel plus events.
- Integrate verified venue data feeds.