// SCENE 09 · THE LAB
EXPERIMENTS IN PROGRESS.
Not everything is a polished mission. Some things are just interesting to build. This is the lab.
PROTOTYPE
Infrastructure Anomaly Detector
Experimenting with lightweight anomaly detection on CloudWatch metrics — flag unusual spikes before alerts fire.
PythonAWSCloudWatchML
Early prototype — needs more data to tune thresholds
EXPERIMENT
Secure Deploy Checker
A CLI tool that scans a deployment manifest or Dockerfile for common security misconfigurations before they reach production.
PythonCLIDevSecOpsDocker
Focused here ⭐
IDEA
Personal Engineering Dashboard
A self-hosted dashboard that pulls together GitHub activity, deployment status, and learning progress in one view.
Next.jsGitHub APIAWS
Todo: decide on data sources
TESTING
CV Automation Pipeline
Extending the Smart Attendance System into a reusable computer vision pipeline — plug in any detection model, get structured output.
PythonOpenCVMediaPipeFlask
POTENTIAL
Cloud Cost Sentinel
A tool that monitors AWS billing and sends alerts when spending patterns deviate from baseline — solo engineer budget guardian.
AWSPythonAutomationCost
Important! — real problem worth solving