Crafting reliable, scalable systems through AI-powered quality engineering and cloud automation
14+ years building quality into complex systems — from payment platforms processing millions of transactions to multi-brand e-commerce serving 20M+ users. Recently expanded into AI-agentic automation, applying LLM steering, custom agents, and MCP workflows to accelerate engineering execution.
| Agent | Purpose |
|---|---|
agent-api-validator |
Autonomously validates REST/SOAP APIs using LLM-generated test cases |
agent-deploy-guardian |
Monitors Argo CD syncs, auto-rollback on failure |
agent-log-investigator |
Root cause analysis from CloudWatch/Datadog logs via LLM |
agent-test-data-smith |
Generates realistic commerce test data with context-aware prompting |
agent-pr-quality-reviewer |
Reviews PRs for coverage, security, and architecture |
agent-regression-detective |
Correlates deployments with metric degradation |
| Project | Stack | Purpose |
|---|---|---|
playwright-e2e-framework |
TypeScript | Production E2E testing with POM architecture |
cypress-bdd-framework |
JavaScript | BDD e-commerce testing with Cucumber |
pytest-api-automation |
Python | REST API testing with schema validation |
terraform-aws-modules |
HCL | Reusable AWS infrastructure modules |
payment-provider-test-framework |
TypeScript | Adyen, Braintree, Clearpay testing |
soap-api-automation-typescript |
TypeScript | SOAP/XML web service testing |
agentic-testing-mcp |
TypeScript | MCP-powered agentic test orchestration |
| Project | Focus |
|---|---|
cloudwatch-sre-alerts |
SRE alerting, SLO tracking, incident response |
kubernetes-quality-gates |
K8s deploy validation and canary analysis |
aws-lambda-test-harness |
Serverless testing with SAM |
datadog-synthetic-monitoring |
Synthetic monitors and SLO tracking |
github-actions-quality-pipeline |
Reusable CI/CD pipeline templates |
performance-testing-suite |
K6, Locust, Gatling load testing |
AI & Agents │ LLM Steering · Custom Agents · MCP · GitHub Copilot
Cloud │ AWS · GCP · Azure · Terraform · Kubernetes · Docker
CI/CD │ GitHub Actions · Argo CD · Jenkins · Bitrise
Automation │ Playwright · Cypress · Pytest · REST Assured
Languages │ TypeScript · Python · JavaScript · Java · Ruby
Observability │ Datadog · CloudWatch · Grafana · K6 · Locust
Payments │ Adyen · Braintree · Clearpay · Stripe