SYSTEM_NOTES

SYS.LOG.01

HOW I IMPROVED CNN ACCURACY

What actually moved the metric - and what didn't.

SYS.LOG.02

WHY CUTOFF FREQUENCY MATTERS

DSP filter decisions explained simply.

SYS.LOG.03

MY APPROACH TO CLEAN UI STRUCTURE

How I keep portfolios calm without hiding depth.