My background in computational science isn’t just academic — it shapes how I build.

I use:
- Hypothesis-based architecture
- Simplicity as a test for clarity
- Edge-case analysis as a thought habit

I believe software is a knowledge engine. The better we understand the system — socially, logically, and mathematically — the better we can steer it.