At Idealabs Digital, I lead end-to-end delivery of AI products, from client requirements and product definition through release. I manage the iOS development team and direct engineering across applied-AI systems and native applications.
I shipped an offline-first project-management app for construction professionals, built in SwiftUI and Core Data, and EchoWrite, a macOS transcription tool on fine-tuned Whisper. I also design retrieval and agentic infrastructure with Pinecone, CrewAI, LangChain, and custom MCP servers, and build evaluation suites to catch regressions before release.
My projects include a live voice support agent that answers customer questions using order data and company policies, and a podcast search engine that runs entirely on local models. I also built an iOS app available on the App Store and a violence-detection system whose best model reached 98% accuracy.
