Setting the Foundation

Starting a new project is often the most significant step in any technical journey. Recently, I initiated the data-science-portfolio repository to serve as a central hub for showcasing analytical work and technical explorations. When beginning a project, the focus should always be on establishing a clean, modular structure that allows for future scalability.

Housekeeping as a Development Practice

Maintaining a clean, organized repository is often the quiet, unglamorous work that makes long-term development sustainable. In the data-science-portfolio project, we recently focused on pruning deprecated research directories to keep the workspace focused and manageable.

Why Pruning Matters

As projects evolve, they inevitably accumulate artifacts