Notes

Short, useful write-ups. Clear decisions. Real learning.

How I improved CNN accuracy

What actually worked: data, augmentation, architecture tweaks, training schedule.

Feb 2026 · 2 min read

Why cutoff frequency matters

Explaining filter design choices in DSP without heavy math.

Feb 2026 · 2 min read

My approach to a calm UI

How to keep things clean while still showing depth.

Feb 2026 · 1 min read

Coming soon

More notes & write-ups