Kubernetes
Helm rollouts. Health checks. Fast rollbacks.
onlineus-east-1
College Station, TX
Cloud · DevOps · AI
Pipelines, Kubernetes, and RAG agents on AWS.
KubernetesGrafanaRAGLLMsDocker
Pipeline
Commit → Grafana
Tap a stage to advance.
stage 01 / 05
Push to main
Clean history. Reviews in. Pipeline knows what to ship.
Skills
Stack I ship with
DevOps & cloud
RAG · LLMs · agents
Ops
Platforms that stay up
CI/CD
Actions, Jenkins, Docker — green means ship.
Grafana
Prometheus on the glass. Alerts before users.
RAG / AI
Retrieval → agents
- RAG with pgvector — answers cite sources
- Tool-calling agents on geo + ML routes
- Bedrock + Terraform on the same AWS rails
Work
Selected deploys
- 01
Geo-Prescriptive RAG
AgriLife RAG agent — wells, soils, cited answers on AWS.
EC2 · RDS · PostGIS · pgvector
- 02
AI Energy & Wealth
Serverless doc RAG with Nova, OCR, and gated CI.
Bedrock · Lambda · Terraform
- 03
PolicyForge
Billing policy → executable, auditable claim rules.
Python · Bedrock · Streamlit
- 04
Polyglot Voting
Microservices voting stack with full observability.
Docker · Grafana · Actions
- 05
CMIS Platform
Auth platform on Cognito, API Gateway, DynamoDB.
Terraform · Cognito · Lambda
About
Texas A&M · Carelon · AWS
Graduate Research Assistant
Mar 2026 — PresentTexas A&M AgriLife Research
Geo-RAG on AWS: PostGIS + pgvector, FastAPI agents, EC2 + CI/CD.
Full Stack Developer (GA)
Dec 2025 — PresentThe Bush School, Texas A&M
WordPress sites on WP Engine — accessible, on-brand.
Genesys & AWS Cloud Developer
Feb 2023 — Aug 2025Carelon Global Solutions
500-agent Genesys cutover on AWS. Impact Award for a P1 that beat SLA.