Trading Automation
Multi‑ticker pipelines, model ensembling, Alpaca execution, risk overlays (ATR SL/TP, exposure caps), and real‑time dashboards.
- Backtesting & live‑ops
- Confidence‑weighted sizing
- Compliance‑minded logging
Build real‑world AI that earns, protects, and scales.
We design and deploy production‑grade AI systems — from algorithmic trading and risk controls to cybersecurity automation and on‑device assistants.
LLC verified • US‑based • Privacy‑first
Cyber Defense
Local‑first security bots for Macs, servers, and networks: honeypots, geo‑IP tracing, alerting, and forensics dashboards.
- Hardening & monitoring
- Incident response playbooks
- Secure-by-default configs
On‑Device AI
Edge assistants that work offline: Raspberry Pi/Jetson builds, automation, and private LLM toolchains.
- Privacy & latency wins
- Fleet updates
- Custom skills
Why Ray AI
Practical — shipped systems, not slides.
Secure — data‑minimal, audited, logged.
Performant — measurable, tuned, resilient.
About us
Ray AI Technologies is a boutique engineering company focused on applied AI. We combine quantitative research, software craftsmanship, and security expertise to deliver reliable automation for real businesses.
We build with Python, Next.js, XGBoost, and modern ops on Cloudflare, Docker, and Unix. Engagements range from advisory to full builds and managed operation.
Contact
Tell us about your project. We typically reply within one business day.