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booking-connect.nest.tsIn production

Booking Connect

B2B hotel booking platform for travel agencies

company:
GEH Suites
period:
Feb 2025 — Jun 2026
  • NestJS
  • TypeScript
  • MongoDB / Mongoose
  • Passport JWT
  • Swagger / OpenAPI
  • Pino (logging)
  • Throttler (rate limiting)
  • React
  • Astro
  • Tailwind CSS
  • Flutter
  • MCP protocol

// problem

GEH Suites needed a single digital channel where external travel agencies could check availability, quote and book rooms and flights in real time, with different credit and commission rules per agency, and without depending on a single inventory provider.

// my role

I designed, scaled and maintained the API (NestJS + MongoDB), built the complete flight booking module, and rebuilt the whole frontend as a Flutter mobile app on top of the existing API, and built Lucía, the platform's AI agent.

// architecture

Frontend B2BReact + Astro
Mobile appFlutter (iOS/Android)
API GatewayNestJS · JWT · Swagger
BookingsAutocore ⇄ My Tool
FlightsAmadeus · MaarLab
PaymentsCobre
RPA botpending bookings
Lucía (AI agent)OpenAI + MCP
MongoDBmulti-tenant

Simplified view of the real system, rebuilt from internal technical documentation — without exposing proprietary code.

// technical decisions

Dual-provider booking fallback

The booking engine tries My Tool first for mapped hotels and automatically falls back to Autocore if the provider fails, so agencies never see an outage of the main inventory provider.

Multi-agency with its own policies and limits

Each agency has independent roles, credit policies and user limits. Flight provider credentials are resolved in cascade: per agency, per exact hotel name, or by an inherited key.

Lucía: an AI booking agent with strict permissions

Lucía (OpenAI API + MCP) creates, manages and cancels bookings and analyzes booking data in real time, both for agencies and for internal staff. Every tool call goes through the same permission model as the platform, so a user can never get sensitive data they shouldn't see. It handled more than 4,000 reservations while I was at the company.

// impact

Active travel agencies
1,000+
Active users
1,400+
Bookings handled by Lucía
4,000+

AI agent · OpenAI + MCP

Integrated providers
5

Autocore · My Tool · Amadeus · MaarLab · Cobre

Hotel availability
Dual fallback

Autocore ⇄ My Tool

Proprietary GEH Suites code — I no longer have access to the repository after leaving the company. This case study was rebuilt from technical documentation I kept.