Autonomous vehicles · SRE · NVIDIA NIM
PerceptionSentinel
Fault-tolerant AV perception: YOLOv8n primary with an LLM fallback on NVIDIA NIM, validated by NeMo Guardrails. An SRE watchdog redirects vehicle control on SLO breach.
SLO-driven failover for a safety-critical perception path, with no human driver as fallback.
YOLOv8NVIDIA NIMNeMoPrometheusPython
EKS · AIOps · AWS Bedrock
DevOps AI Playbook
Production microservices on EKS with Terraform, ArgoCD, Prometheus and Grafana, plus an AWS Bedrock and Lambda AIOps assistant for natural-language queries of live metrics.
Ask live production metrics a question in plain English, no dashboard digging.
EKSTerraformArgoCDAWS BedrockLambda
Claude API · RAG · ServiceNow
LLM SRE Runbook Generator
Claude API with RAG over postmortem docs. A Terraform-managed Lambda webhook delivers AI runbooks into ServiceNow incidents when a Prometheus alert fires.
Runbook creation cut from 3 hours to under 10 minutes.
Claude APIRAGLambdaTerraformServiceNow
MCP · Claude · ServiceNow
ServiceNow MCP Server
Production MCP server connecting Claude to ServiceNow, with 9 tools for incident triage, knowledge-base search and CMDB dependency mapping.
87% P1/P2 priority accuracy on a 35-case eval suite.
MCPClaudeServiceNowDockerPython