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<AO />

AI Engineer focused on MLOps, AI infrastructure, cloud deployment, and DevSecOps for production LLM systems.

Dallas, Texas

Available for AI/MLOps & DevSecOps roles

AI Engineer · MLOps · DevSecOps

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Case studies

Selected systems, written up

Each project opens into the problem, the approach, the architecture, and the result. Edit them in the portfolio data file.

Cited answer
Which policy covers the refund window?
Refunds are accepted within 14 days. The source is the billing policy, page 3.
p.3 · lines 40–48route · documents

Citation Desk

Answers grounded in your documents, with page-level citations.

  • Next.js
  • FastAPI
  • LangGraph
  • pgvector
Read the case study
Agent trace
1
Route
2
Retrieve
3
Write
4
Check

Route Agent

Multi-step workflows with a visible plan and a stop condition.

  • LangGraph
  • Python
  • FastAPI
  • PostgreSQL
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Release lane
1
Route
2
Retrieve
3
Write
4
Check

Platform Lane

Kubernetes, environments, and a release an LLM service can actually run on.

  • Kubernetes
  • Helm
  • Terraform
  • Docker
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Service watch
MAE 0.18
Drift ok
Daily

Release Ops

Promotion, rollout, and alerts for an AI service already in use.

  • GitHub Actions
  • Docker
  • MLflow
  • Kubernetes
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Eval board
GroundingRefusalFormat
0.91
0.74
0.62
0.88
0.41
0.79
0.95
0.66
0.83

Guardrail Studio

A small eval suite for tone, grounding, and unsafe replies.

  • Python
  • FastAPI
  • Next.js
  • LLM evals
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