> 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

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> 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