💻 Software Developer

A search function that works fine with 100 records starts timing out with 100,000. You profile the code and redesign the logic. This is algorithm complexity in practice. Big O notation predicts whether your code scales or grinds to a halt exponentially.

Marketing runs two versions of a signup page. You pull the data and determine whether the difference is statistically significant or just noise. Z-scores, normal distributions, and confidence intervals are the tools that make that call.

A UI needs to work across phones, tablets, and widescreen monitors. Every percentage-based width and flexible grid is ratio and proportion math, the same concepts used in architecture and engineering, just applied to pixels.

Your app has 1,000 users growing at 15% per month. The team wants a 12-month projection. You build the model using exponential growth, the same math behind compound interest and viral spread.

Two reports show different totals for the same metric. You trace the issue to a rounding error in a calculation chain. Significant figures and order of operations are what let you find and fix it cleanly.

Builds the visual interface users interact with directly.

Builds server logic, databases, and APIs that power applications.

Designs pipelines that collect, move, and transform raw data.

Keeps systems running reliably and efficiently at scale.

Builds applications for iOS and Android platforms.