About...

What I do

I write and build around AI, product, and systems design. This site is where I publish essays, experiments, and the occasional deep dive.

My focus is on practical understanding: how ideas move from theory to usable tools, how teams make better decisions, and how we design for real-world constraints.

When I'm not writing, I'm learning in public, reading research, and turning raw notes into clearer mental models.

What N8X means

N8X is a simple idea. The name is a reminder of how I like to work.

N — NEXUS

Connecting people, knowledge, and systems so ideas can move faster.

8 — INFINITY

Continuous improvement. Small iterations that compound into lasting progress.

X — MULTIPLIED IMPACT

Multiply impact by focusing on the levers that matter most.