Hello! I'm
Turned a 3-day ClickOps grind into a 10-minute self serve AI bot in Microsoft Teams, and a 5,000-doc knowledge sprawl into a self-healing RAG platform with citations. Bedrock Agents and AgentCore on top, HCP Terraform and Sentinel underneath — across 220+ AWS accounts.
Open to AI Cloud Platform, AI Infrastructure, or Senior Platform Engineering roles · Dallas, TX or remote
About Me
Senior engineer with 9 years across IT, software, and cloud — the last 4+ building internal developer platforms at Fortune 500 (Royal Caribbean) and FedRAMP (Coalfire) scale. I work at the seam where agentic AI meets enterprise infrastructure: building the Bedrock Agents, the AgentCore multi-agent workflows, and the MCP tool layer the AI calls into — alongside the Terraform and Sentinel governance that keeps it accountable. Python-first, IaC by default, security and observability never optional.
Tech I work with
AWS Solutions Architect
AWS AI Practitioner
Azure Administrator
AWS GenAI Developer
Terraform Associate
Projects
Enterprise RAG Chatbot
Production RAG reference architecture on Amazon Bedrock Knowledge Bases with Aurora pgvector and Titan v2 embeddings. Claude Haiku handles query reformulation and sub-query decomposition, hybrid semantic + keyword retrieval surfaces candidates, Cohere Rerank v3.5 reranks via cross-encoder, and Claude Sonnet produces grounded answers with citations. Ships with a Comprehend-based PII sanitizer and DynamoDB audit trail.
query → Haiku rewrite → hybrid search → Cohere rerank → Sonnet + citations
Agentic AWS Account-Vending Platform
Bedrock Agent (Claude Sonnet) with stateless Lambda action groups, fronted in Microsoft Teams. Validates intent against live AWS Organizations state, auto-assigns CIDRs, and triggers HCP Terraform runs with human-in-the-loop approval. Cut account provisioning from 3+ days to under 10 minutes for 10+ teams.
Autonomous AI Agent Fleet
9 autonomous AI agents on AWS Lambda using Strands SDK with Bedrock (Claude Sonnet/Haiku) and Gemini fallback. Shared common library handles model-tier routing, DynamoDB dedup, Discord delivery, and CloudWatch observability. 100% Terraform-managed, Python uv-workspaces monorepo.
Self-Healing Doc Curator on Bedrock AgentCore
Five-agent AgentCore workflow (crawler → cosine + LLM dedup → contradiction detection → quality scoring → supervisor) that keeps the RAG corpus fresh, with Microsoft Teams Adaptive Card human-in-the-loop review. Backed by an internal MCP server on ECS Fargate exposing AWS Organizations, Terraform state, and HCP run APIs as typed tools — the shared, auditable tool layer for both the doc curator and the account-vending agent.
Parallel Terraform Import Tool
Python tool (asyncio, uv workspaces) on GitHub Actions matrix pipelines that discovered 45k+ live resources across 200+ AWS accounts and auto-generated import blocks plus scaffolded HCL, migrating the org from ClickOps into version-controlled IaC.
Get In Touch
If you're hiring for an AI Cloud Platform, AI Infrastructure, or Senior Platform Engineering role — or just want to swap notes on Bedrock, AgentCore, or MCP — my inbox is open.