Applied AI, edge, and systems engineering for defense and dual-use.
WhirledPiece
App Store betaOn-Device ML
Release-candidate iOS and watchOS shot timer. Sample-accurate signal processing owns timing; an on-device Core ML gate classifies candidates; every call remains reviewable.
Soundside.ai
ProductionAI Infrastructure
Programmatic media generation, editing, and analysis platform. Multi-provider orchestration with server-side composition and automated adversarial QA.
Evidence, not aspiration
WhirledPiece is our reference build for moving an edge-AI concept through field data, held-out model gates, instrumented latency, privacy controls, and a shipped release package. We keep the measurements, the provenance, and the negative results.
Soundside Design LLC
Fairfield, Connecticut
Registrations
Registered in SAM.gov — UEI and CAGE available on request
NAICS: 541715, 541511, 511210, 334511, 336411