StaxEdge

Selected work

What we've shipped

Projects from the StaxEdge portfolio. Federal past performance will be added as engagements complete.

DayEdge

Deployed · 2025–present

Real-time AI day-trading platform. Seven strategy scanners feed an ML composite scorer; high-confidence candidates are reviewed by Claude before execution. Operates on live market data with kill-switch safety controls.

Role

Sole architect & engineer

Stack

  • FastAPI · Next.js · TypeScript
  • Postgres + pgvector · Redis · Celery
  • Ollama (local LLM) · Claude API
  • Cloudflare Tunnel · Docker

Outcomes

  • Production deployment serving real-time market scanning
  • Composite scoring layer aggregating 7 strategy signals
  • Trade simulator for offline ML training data generation

Edge Detection System

In development

Real-time detection system running on local hardware. Designed for environments requiring sub-second response and full data sovereignty.

Role

Sole architect & engineer

Stack

  • Python · ONNX Runtime · Real-time inference
  • Custom training pipeline
  • Local-only deployment (no cloud round-trip)

Outcomes

  • Currently in development — additional detail under NDA