Learning journey
Engineering is a long game. These are the milestones that changed how I work — the languages, the ideas, and the projects that moved me from writing tests to designing systems. It's still being written.
Started Java
Started programming in Java — the language most of my career has been built on since.
Started Selenium
Moved from manual testing into browser automation with Selenium.
Automation architecture
Shifted focus from writing individual tests to designing the frameworks and architecture around them.
Machine learning
Started studying machine learning, expanding beyond automation into AI.
Built Selenium Boot
Started building Selenium Boot, an open-source automation framework, in the open.
AI research
No fixed plan yet — exploring where AI and agentic systems fit next.