Building apps with AI. Documenting what works, what breaks, and what we're learning about the future of software.
Photos sit in a camera roll. I wanted to know whether a memory could become something you can feel again. Encore lets you drop a photo and get back an original music track, generated album art, and a personal memory card you can save, revisit, or share.
The interesting part isn't any single model — it's the orchestration. Encore runs four Google models in sequence: Gemini Flash for safety, Gemini Pro for building the musical identity from the image, Gemini Image for the cover art, and Lyria 3 for the music itself. Each model has a specific job. The user just experiences one thing.
Other Experiments
Empty property photos don't sell homes. I built StageSnap to help real estate agents and sellers transform vacant rooms into beautifully staged spaces using AI. Upload a photo, choose a style, and get a professionally staged image in seconds. The multi-turn editing feature lets users refine every detail through natural conversation—add a lamp, change the sofa colour, swap the rug—all while preserving the room's original architecture.
Explore live →
I built SpatiaLearn to address the challenge students and professionals face in memorizing large volumes of information using traditional methods. SpatiaLearn combines ancient memory palace techniques with modern AI voice coaching and 3D spatial audio, creating an immersive experience where users build custom memory palaces using familiar locations and practice with an AI coach that guides them through spatial audio positioning.
Explore live →
I built this interactive explorer to address the challenge of digesting data-heavy research articles. The a16z "State of Consumer AI" report contains invaluable insights—but lengthy reports can be overwhelming, especially for those with learning differences or anyone who prefers visual, interactive content. This project transforms key findings into a guided visual journey easy to consume.
Explore live →