Agentic AI systems, shipped by someone
already cleared to build yours.
I design and ship production multi-agent systems, RAG pipelines, and the evaluation frameworks that make AI behavior measurable for teams that need this working, not demoed. Active DoD Secret clearance, delivered inside AWS ProServe, US Army, and US Space Force programs.
Cleared & Delivered Within
Six ways to
work together
Fixed-scope builds, a focused audit, or ongoing embedded capacity, depending on where you actually are.
Design and ship a production multi-agent workflow. LangGraph, Bedrock, or your existing stack, for a defined use case, start to finish.
Assess an existing AI feature's real failure modes, then build the automated eval pipeline, LLM-as-Judge, CI/CD regression gating, to catch them before your customers do.
Embedded senior capacity for teams that need this expertise regularly, without a full-time hire, or the six-month ramp-up.
Production LLM-as-Judge scoring, guardrails, confidence thresholds, and CI regression gates, built and wired into your pipeline, not prototyped in a notebook.
Retrieval-augmented generation over your enterprise knowledge base — vector search, chunking strategy, and groundedness checks included, so answers cite what's actually true.
Semantic quality tracking, not just uptime. Drift alerting, per-feature cost tracking, and traceability from a bad output back to the prompt that caused it.
What to expect
30 minutes, what you're trying to ship, what's blocking it, and whether it's a fit.
Clear deliverables and timeline, no open-ended hourly billing with no end in sight.
You get the engineer, not an account manager relaying to one. I write the code and design the system.
For engagements requiring active DoD Secret clearance, I've already cleared onboarding that typically takes new contractors months, meaning I can start substantive work faster than an uncleared hire could even begin.
Let's ship something mission-ready.
Whether it's a defined build, an eval audit, or ongoing embedded capacity. Let's talk about what you're trying to ship.
michaellegemah@gmail.com