AI systems built to spec. From architecture to deployment.
Systems I've designed and built. Architecture first, then implementation.
A local AI operating environment with genuine continuity. It doesn't reset between conversations — it remembers, develops, and evolves over time. Its personality is mathematically stable, not prompt-dependent. An independent system on separate hardware challenges its reasoning. It builds its own tools when it needs capabilities it doesn't have. Over thirty integrated commands. Fully local. No cloud. No resets.
A structured testing framework for evaluating local AI models under real-world conditions. The methodology behind every benchmark on the blog and every model deployment I deliver for clients.
Drop a Zoom recording in, get a timestamped, speaker-labeled transcript out. Automatic speaker identification, long recording support, batch processing. Everything runs on local hardware — no audio leaves your machine.
Every project is scoped individually.
Get a private AI running on your own hardware. No monthly API costs, no data leaving your network, no dependency on someone else's servers. I handle model selection, optimization, and the interface — you get an AI that works on day one.
AI tools shaped around how you actually work. Document processing, research monitoring, email intelligence, team chat integration — built specifically for your workflow, running on your infrastructure, owned by you.
Full private AI systems designed from the ground up. Multiple models working together, persistent memory, self-correction, encrypted communication, hardened security. For organizations that need AI capabilities without compromising on privacy or control.
AI writes code now. That changed everything — except the hard part. The hard part is seeing a system before it exists: the data flow, the security boundaries, the failure modes, the architecture that holds it all together. I design the systems that AI alone can't see, then use AI to build them faster and better than either of us could alone.
The better I understand what you need, the better I can build it. Tell me about your project and I'll scope it from there.
Get in Touch