CaliberState / Selected work
Software built around real engineering challenges.
From coordinating AI voice calls to connecting computer vision with stage lighting, explore the problems, design decisions and technologies behind our work.
Enterprise AI Telephony
Autonomous Acquisitions Engine
An automated real estate acquisitions platform that manages the entire outreach process: ingesting property data, enriching contact details, and conducting natural, low-latency phone conversations with property owners using conversational AI.
- AWS Serverless
- Python 3.11
- PostgreSQL
- Twilio
- Hume AI EVI
Trading Systems & Risk Tech
NinjaTrader 8 Risk Management Add-on
An automated risk management system built natively inside NinjaTrader 8. It protects futures traders and prop firm evaluation accounts from catastrophic emotional losses by intercepting invalid orders in real time and automatically enforcing strict loss limits.
- C#
- .NET 4.8
- WPF
- NinjaScript API
Computer Vision & Stage R&D
StageEye: Autonomous Stage Tracking R&D
An exploratory R&D prototype investigating markerless optical tracking for live entertainment. The system explores real-time performer tracking to guide moving spotlights (followspots) and visual effects without wearable radio beacons, tested on visualizers and an experimental bench test rig in collaboration with Naor Bonomo, a veteran lighting designer and stage director with over 20 years of live concert production experience.
- Python
- YOLO
- Facial Re-ID
- sACN / Art-Net
- GrandMA3
Algorithmic Trading & Quant Tech
Automated Strategy Generator & Compiler
An automated quantitative research platform that develops and tests algorithmic trading strategies on historical futures data, discovers defensive rules to eliminate losing trades, and automatically converts research into ready-to-run C# code for trading platforms.
- Python
- Pandas
- TA-Lib
- AST Transpilation
- NinjaScript
Secure Medical Systems & Blockchain
CareChain: Blockchain-Powered Secure Medical System
A full-stack platform for creating, signing, and tracking medical contracts between doctors and patients. Each contract defines a proposed treatment, and CareChain records the agreement and its approval status through an Ethereum smart contract to create a durable, independently verifiable trail.
- React
- Node.js
- MongoDB
- Solidity
- Ethereum
- JWT
- Docker
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