AI Experiments
Side projects and product experiments exploring AI across golf, travel, design, and more.

A Suite of AI Golf Applications
Birdie Club AI is an integrated golf technology ecosystem spanning data, AI, mobile, and web applications. The product suite includes golf facility data enrichment, tournament management, AI powered swing analysis, GPS and on course experiences across iOS, Apple Watch, and Android, and golf facility booking.

Vegas Tag-based RAG Directory
I built a tag-based search system that helps Gemini answer travel questions about Las Vegas. I wrote a guide defining each tag key and what its values mean, so Gemini can translate a visitor’s question into Firestore filters. It then uses the matching business and location records to recommend places through the chat and trip planner tool.

Voice AI for Product Design
I built ThePanel.si to guide designers and product managers from discovery to launch. At each step, they can talk through the task with a panel of AI design experts and explore curated videos, books, and tools.
I used the Gemini Live API for real-time, speech-to-speech conversations so users can ask a question and hear a spoken reply with minimal delay. To avoid per-minute avatar streaming fees, I built my own tool for creating talking avatars from 2D facial sprites. As Gemini speaks, an audio-analysis library detects vowel sounds in the response. My tool maps those sounds to mouth shapes and displays the corresponding sprites in sync with the voice.
Artoura: A Journey Through Art History
Explore art history from prehistoric cave paintings to contemporary movements. Artoura offers an interactive timeline, key works, cultural origins, and an AI art historian to help you discover how art has evolved across centuries and civilizations.
Lottery Statistics
Temp description for the fourth AI experiment. Replace with real content and assets.
ViewFace Reading AI
Temp description for the sixth AI experiment. Replace with real content and assets.
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