Problem
What needed to be solved
- Automated system for collecting award flight availability data from frequent flyer programs
- The product needed enough polish and structure to move from idea to usable production experience.
Back to work
AIproductionPublic proof
Award Flight Availability System
Automated system for collecting award flight availability data from frequent flyer programs
Built an automated system for collecting award flight availability data from different frequent flyer programs.
Role
Full Stack Build
Stack
9+ tools
Status
Delivered
Product type
AI
Complexity
production
Ownership
Shareable proof
Launch signal
Founder-ready MVP
Premium Case Flow
A connected build story, not a loose screenshot gallery
Each project is framed around the founder question that matters most: what risk existed, what was built, and what became usable after launch.
Build
How the product came together
- Built the core product experience with Node.js, JavaScript, Web Scraping, Data Collection.
- Structured the UI, data flows, and deployment path around founder-ready launch needs.
Outcome
What shipped
- Delivered a polished product build ready for review, launch, or handoff.
- Built with production ownership, maintainable architecture, and post-launch scaling in mind.
Product Detail
What the build included
Built an automated system for collecting award flight availability data from different frequent flyer programs. Developed a comprehensive backend solution using Node. js that systematically scrapes and aggregates flight availability data from multiple airline frequent flyer programs.
Core features
- Built the core product experience with Node.js, JavaScript, Web Scraping, Data Collection.
- Structured the UI, data flows, and deployment path around founder-ready launch needs.
Results
- Delivered a polished product build ready for review, launch, or handoff.
- Built with production ownership, maintainable architecture, and post-launch scaling in mind.
Screens
Product interface
A closer look at the shipped experience, with media framed for quick founder review.
Stack
Tools used
The stack is shown as shipped, so founders can quickly understand the technical surface area.
Node.jsJavaScriptWeb ScrapingData CollectionAPI IntegrationAutomationBackend DevelopmentData ProcessingScheduled Tasks
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