How To Master Proven Simple Emergency UX Design

Designing for high-stress situations requires more than just good looks; it needs emergency UX design that accounts for cognitive tunneling and panic. Ahmad Wael shares senior-level insights on implementing task lists, safeguards, and single-tasking flows to prevent user frustration and irreversible errors when your WordPress or WooCommerce site faces a crisis.

Read More →

Stop The Nightmare: Calculate Machine Learning AUC In Excel

Stop the nightmare of misleading model metrics. Accuracy isn’t everything. In this guide, Ahmad Wael explains how to calculate Machine Learning AUC in Excel using the trapezoidal rule. Learn why ranking quality matters more than a single threshold and how to validate your WooCommerce recommendation engines without complex Python setups.

Read More →

Master Gradient Descent Variants to Fix Slow Training Now

Basic gradient descent often fails in complex WordPress environments, leading to server timeouts and oscillating models. Learn how to implement advanced Gradient Descent Variants like Adam and Momentum to stabilize training and accelerate convergence. Stop relying on basic updates for production AI and start building robust, efficient machine learning systems.

Read More →

Master Fast AI-Assisted Prototyping With This Simple Hack

Vibe coding is the latest trend in AI development, but it’s a dangerous trap for enterprise UX. Senior developer Ahmad Wael explains why AI-assisted prototyping requires a solid blueprint to avoid technical debt and the “lopsided horse” problem. Learn how to master intentional prototyping and build robust, scalable digital products fast.

Read More →