MirrorEthic / Consulting
Hire the lab.
MirrorEthic takes a small number of engagements where the work matches what the lab demonstrably does — systems with feedback loops in them. Everything offered below is something already running in production here, not a capability slide.
Agent & MCP infrastructure
Multi-agent systems, MCP servers, memory and context routing, orchestration across machines. Built the way the mesh was built: monitored, self-healing, honest about failure modes.
Custom model architecture
Not fine-tuning — architecture work. Custom attention variants, optimizers, adaptive-compute mechanisms, and the experimental rigor to know whether a change actually did anything.
Edge & embedded AI
Model compression and deployment on Jetson- and NPU-class hardware, real-time vision pipelines, voice interfaces — systems that run where the data is.
Closed-loop automation
Instrumented physical processes: sensing, decision, actuation, and automated QA, with deliberate human-approval boundaries where they belong.