WWonderlust — AI Travel Planning SaaS
Abdul Moiz
Overview
WWonderlust is an AI-powered travel-planning platform that creates personalized itineraries based on a traveller’s destination, dates, budget, interests, and preferences.
The Challenge
Generic travel guides rarely reflect how an individual actually wants to travel. The product needed to collect user preferences, generate a useful itinerary, and keep the output consistent enough to display reliably inside the application.
What I Built
Personalized itinerary-generation workflows
Prompt orchestration for travel preferences, dates, and budget
Structured LLM outputs for predictable frontend rendering
Validation and fallback handling
FastAPI backend services
API integration between the AI layer and product interface
Production deployment and reliability improvements
My Role
I owned the backend and AI implementation, including prompt design, output structure, validation, API development, and production delivery.
Outcome
The platform can generate tailored travel itineraries in minutes, replacing generic recommendations with plans designed around each user’s actual requirements.
Technology
Python, FastAPI, LLM APIs, RAG, structured outputs, prompt engineering, API integration
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Posted Jun 25, 2026
Built a production AI travel-planning SaaS that generates personalized itineraries from user preferences, travel dates, and budgets.
