Open-source platforms and a published sample assessment.
Everything shown here is publicly inspectable. No client claims, no invented metrics — just engineering you can read and reporting you can evaluate.
3
validation layers
UI · API · database
470+
automated backend tests
CypherPilot pytest suite
7
documented findings
sample QA assessment
2
open-source platforms
built and maintained
Featured case studyAI × Quality Engineering
CypherPilot
Open-source AI quality engineering platform
An AI-augmented quality engineering platform that turns requirements into structured test cases, OpenAPI specifications into pytest suites, and CI failures into root-cause analyses.
Requirement → structured test cases with boundaries & edge cases
OpenAPI spec → ready-to-run pytest suites
CI failure logs → root causes with suggested fixes
Provider-agnostic AI layer: OpenRouter, Ollama, Gemini adapter
A complete QA engineering framework validating web applications at three layers — UI, API, and database — with Dockerized orchestration, GitHub Actions pipelines, and Allure reporting.
UI + API + DB validation in one framework
Marker-based smoke / regression / e2e suites
Healthcheck-gated Docker orchestration
Full failure artifacts: screenshots, video, traces, logs
Website QA Assessment: Exploratory functional, UI and responsive testing
A complete demonstration assessment against a public demo application: seven findings across functional, UI, and responsive behavior — each classified by severity, evidenced with screenshots where supplied, and closed out with an explicit release recommendation.
Nexus and CypherPilot are independent portfolio projects, not client engagements. The sample assessment was performed against the OWASP Juice Shop public demonstration application for demonstration purposes; it does not imply endorsement or engagement by that project.
