Real builds. Zero cloud calls. Working software speaks.
Print & Graphics · File Intake
Print & Graphics File Intake Agent
FastAPI + local LLM pipeline for automated file intake, classification, and routing. Zero external API calls. Built and demoed live in under a week.
// SQLite · PyMuPDF · Ollama · stdlib only
Finance · Agentic Trading
Agentic Trading System
Local LLM-driven trading agent with human-approval flow and live broker API integration. Demoed live at the Anaheim Chamber of Commerce mixer.
// FastAPI · Qwen3 · Human-in-the-loop approval
Legal · Document Intake
Legal Document Intake Agent
Sovereign document intake pipeline for law firm clients. Classifies, extracts, and routes locally. Per-client isolation, zero data sharing between instances.
// Air-gapped · per-client isolation · HIPAA-ready
Hospitality · AI Chat
Hospitality Guest AI System
Fully sovereign AI chat system for a short-term rental platform. FastAPI + Ollama + SQLite backend, Notion as admin input layer, emergency keyword filter, and mobile-first guest UI. Zero external API dependencies.
// FastAPI · llama3.2:3b · zero cloud dependencies
Medical · Protocol Assistant
Medical Device Protocol Assistant
On-premise AI assistant covering 13 machines and 35+ treatment protocols for a medical device client. Full four-file sovereign stack: FastAPI + Ollama + SQLite + vanilla JS. Live-demoed via secure tunnel.
// 13 machines · 35+ protocols · air-gapped stack
Aerospace · Facility Intelligence
ScanPlan — Point Cloud to Floor Plan
Air-gapped pipeline converting LiDAR point clouds to DXF floor plans for ITAR-sensitive facilities that cannot use cloud SaaS. Hand-rolled DXF writer, numpy-based processing, LLM-powered ADA compliance narration.
// numpy · DXF · Qwen2.5:32b · ITAR-safe
Voice AI · Conversational Agent
Sovereign Voice Assistant
Fully local voice AI pipeline — browser push-to-talk → Whisper STT (GPU-accelerated) → local LLM → Piper neural TTS → spoken response. No cloud, no API keys, no per-minute billing. Full conversation history, HTTP auth on admin routes. Direct alternative to commercial voice AI subscriptions that send data offsite.
// FastAPI · Whisper · Piper TTS · llama3.2:3b · CUDA · SQLite
Edge AI · Autonomous Systems · R&D
Autonomous AI Drone Platform
Sovereign AI drone built on a split-architecture: local FastAPI inference server (MotherBrain) paired with an onboard Pi Zero 2W flight controller. MAVLink bridge, asyncio state machine, and OpenMV H7 thermal camera — fully autonomous, zero cloud, ITAR-safe by design.
// Pi Zero 2W · MAVLink · thermal vision · air-gapped
Infrastructure · Token Optimization
Headless Token Reduction Pipeline
Headless browser pipeline that pre-processes and strips web content before LLM ingestion, dramatically reducing token count and inference cost. Extracts only semantic signal — no markup, no noise — enabling leaner, faster, and cheaper local model inference at scale.
// Headless · token reduction · local inference optimization