Building Trip Threads: The NLP Journey From Regex to LLMs
How I evaluated four different approaches to natural language parsing for Trip Threads and what I learned about building AI-powered products.
Mobile app using React Native, Supabase, and OpenAI to help users achieve their personal style goals through intelligent wardrobe analysis and recommendations. Upload photos of your wardrobe and get personalized insights on what works, what doesn't, and how to build a cohesive style.
Q4 2025
planned
Mobile app using React Native, Supabase, and OpenAI to help users achieve their personal style goals through intelligent wardrobe analysis and recommendations. Upload photos of your wardrobe and get personalized insights on what works, what doesn't, and how to build a cohesive style.
Wanted to help people make better wardrobe decisions and reduce decision fatigue
Explore computer vision and AI applications for fashion and style
Build a mobile-first experience for on-the-go wardrobe management
Create a tool that combines practical utility with personal development
Blog posts about this project and related topics
How I evaluated four different approaches to natural language parsing for Trip Threads and what I learned about building AI-powered products.
Notes from building Trip Threads — a personal experiment in making travel planning and coordination simpler, smarter, and a bit more human.
How Claude Code on the web turned my dog walks into productive coding sessions.
How I rebuilt my workflow in 2025 | from chasing speed to building with direction.