AI/ML | Java | Linux | Oracle Exadata | MySQL | OCI | Test Infrastructure
Principal Member of Technical Staff focused on AI/ML, Oracle Exadata, MySQL, database migration, Java, OCI, Linux, and extensive use of AI/ML to meet engineering goals.
The recent work here spans Selenium WebDriver plus API and CLI automation, OCI, MySQL and Oracle Database management, Linux, and building test infrastructure for enterprise solutions.
About
I work on database management platforms, test infrastructure, and enterprise automation with a focus on Oracle, MySQL, OCI, Linux, Java, and AI/ML-enabled engineering workflows.
My core interests are framework development, database operations, and building practical systems that make large enterprise environments easier to manage, validate, and scale.
Skills
This section is deliberately closer to the older site style: focused on technologies, tools, platforms, and engineering areas that I use today for architecture, database management, automation, and delivery.
Test architecture, framework development, and automation delivery across user interfaces, APIs, and CLI layers.
Database engineering across Oracle and MySQL ecosystems, with focus on migration, management, observability, and platform workflows.
Hands-on engineering across Java services, AI/ML-oriented product work, OCI platform services, and Linux-centric tooling.
Release support, CI/CD, and developer enablement through practical tooling, scripting, reporting, and operational workflows.
Experience
Driving work across AI/ML initiatives, Oracle Exadata, MySQL, OCI, Linux tooling, database migration, test infrastructure, framework development, and engineering enablement through documentation and automation.
Led automation modernization using Selenium, SpecFlow, C#, and .NET Core, along with framework development, team management, release coordination, and DevOps workflow improvements while supporting production systems and delivery operations.
Worked on API automation, UI validation, and sprint execution for enterprise retail systems while building a strong base in quality engineering, delivery discipline, and large-scale framework execution.
Selected Focus Areas
Test architecture and framework development that teams can extend without excessive maintenance cost.
Oracle Exadata, MySQL, migration programs, and operational workflows around managed and external systems.
Developer tooling, Codex CLI workflows, documentation, and engineering practices that reduce repetitive effort.
DevOps, CI/CD, Linux operations, and release support tied directly to quality and shipping confidence.
Featured Writing
This section now highlights public writing across Oracle MySQL topics and LinkedIn posts, so the site is not only a profile but also a trail of practical engineering output.
A write-up on using OCI Database Management and custom alarms to surface replication lag and build more reliable visibility for MySQL HeatWave replication workflows.
A practical look at bringing externally hosted MySQL systems under OCI Database Management for better monitoring, diagnostics, and centralized operational visibility.
Covers the groundwork needed before onboarding on-premises MySQL systems into OCI management workflows, including the operational dependencies behind a clean setup.
A practical article on combining SpecFlow, Selenium, and .NET Core to build readable automation with behavior-driven structure.
A shorter LinkedIn post capturing a recent set of thoughts from hands-on engineering work, included here to keep the site connected to current public writing and not only long-form blog posts.
Read postContact
The fastest way to reach me is by email, LinkedIn, or phone call. The profile download is still available if you want a compact version of experience and project history.