Writing
Notes on building things that stay maintainable.
How I Approach Building Production Web Apps
A practical workflow for moving from idea to shipped product: requirements, data flow, UI structure, testing, and deployment.
Building Reliable Full-Stack Systems
Notes on designing web products that stay maintainable as features, users, and deployment complexity grow.
Lessons from Applied ML Projects
A practical look at turning model experiments into usable pipelines with clear metrics and failure cases.
What Makes a Good Developer Portfolio
How to present projects, engineering decisions, and proof of work without overloading the page.