Travel/Planning

Etappa

Multi-Day Adventure Planning Platform

"Upload your GPX route and get optimized daily segments with accommodation search, budget tracking, and booking integration"

Status: Beta Launch
Platforms: Web

The Problem

Planning multi-day hiking or cycling trips is incredibly complex - you need to figure out daily distances, find accommodations, manage elevation changes, and stay within budget. Manual planning takes hours and often results in suboptimal routes.

My Vision

Automatically analyze any GPX route and generate optimized daily segments with accommodation search, budget management, and integrated booking system.

Personal Story & Problem-Solving Approach

While researching Guideless validation on Reddit, I kept seeing the same pain point: people loved the idea of multi-day adventures but were overwhelmed by the planning complexity. I recognized this from my own bikepacking experiences - spending entire weekends trying to figure out daily segments, find accommodations that weren't fully booked, balance budget constraints with decent lodging, and account for elevation changes that could make or break a day's ride. What should be the fun part (planning the adventure) became a frustrating logistics nightmare that deterred people from actually going. I built Etappa using the same systematic problem-solving approach I use with client migrations: break down the complex process into manageable steps, automate the tedious parts (accommodation search, distance calculations, elevation analysis), and create a system that makes the difficult decision-making transparent and manageable. Just like migrating a client from legacy platforms, the goal was to eliminate the overwhelming complexity while preserving the control and customization that matters to users.

What It Does

1

GPX route analysis with intelligent segmentation

2

Accommodation search and mapping along your route

3

Daily planning based on elevation, terrain, and distance

4

Budget tracking and optimization across the entire trip

5

Integration with booking platforms for easy reservations

How I Built It

Technical implementation and architectural decisions

Tech Stack

Next.js for full-stack web application
GPX parsing and route analysis algorithms
Custom algorithms for segment optimization
Booking.com affiliate API integration
Leaflet maps for route visualization

Technical Highlights

Built multi-provider accommodation system with fallback logic

Implemented GPX-specific segmentation bypassing API limitations

Created distance-based pin placement with visual radius indicators

Developed booking confirmation tracking system

Architected extensible provider system for multiple platforms

Business Validation

Business Model

Transaction-based affiliate revenue from accommodation bookings

Key Metrics & Achievements

Beta platform ready for launch

Affiliate partnership established with Booking.com

Advanced features: hotel details modal, inline editing, booking tracking

Target market: multi-day adventure travelers, bikepackers, hikers

💡What This Demonstrates

Problem Identification: I don't build technology for the sake of it - each product solves a real problem I've experienced or witnessed.

Technical Execution: From concept to production deployment with paying users, handling complex features like AI integration, voice processing, and subscription billing.

Business Acumen: Products that generate revenue from day one with sustainable business models and clear value propositions.

Speed to Market: Rapid development cycles proving I can execute efficiently without sacrificing quality or user experience.

This is what I bring to your technology challenges - not just migration expertise, but the ability to build new solutions from scratch.