← All Series
Active 1/2 parts published

AI: Through an Architect's Lens

Exploring AI/ML concepts from a distributed systems architect's perspective — bridging theory with production-grade engineering.

0A
Conceptual Complete

Neural Networks & The Learning Mechanism

Understanding how neural networks learn — from perceptrons to backpropagation, through the lens of a systems architect.

0B
Conceptual Draft

Activation Functions: A Deep Dive

Exploring ReLU, sigmoid, tanh, and modern activation functions — why they matter and when to use each.