> SHELDON_DYNAMICS
William White
Forward Deployed Engineer
I deploy and adapt multi-agent AI systems inside live customer environments — moving fast across backend, infrastructure, and the model layer
I build production systems that have to work in someone else's hands — not just demo well. Lately that means deploying agent systems into real operations: wiring them into a customer's data and APIs, running them on open or hosted models, and keeping them reliable across the infrastructure, orchestration, and model layers.
I co-founded BayWest Labs, an embedded-engineering firm that drops engineers and AI operations systems into mid-market operators — on-prem when the data can't leave the building.
> Selected_Work
all →Little Bear Foundry
2026A multi-agent autonomy platform deployed next to a customer's live operation
OTTER
2025 – presentA construction operations platform running daily at a 30-person contractor
Shafer Law Payments
2026A production billing and online-payment system for a law firm
> Capabilities
AI & Agent Systems
- ▸Multi-agent orchestration and tool-use (MCP)
- ▸Retrieval / RAG pipelines and semantic search
- ▸On-prem & open-weight model deployment (vLLM)
Backend & Infrastructure
- ▸APIs, data pipelines, and integrations
- ▸Docker, cloud, and on-prem / hybrid deployment
- ▸Auth, RBAC, and secure system design
Operations & Reliability
- ▸Observability: logging, metrics, tracing, audit trails
- ▸Distributed-systems debugging
- ▸Deployment reliability and operational tooling