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.
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.
Stop fighting with rigid vector graphics. Ahmad Wael explains how to use SVG symbols and CSS media queries to build high-performance, Adaptive SVGs that look perfect on any screen. Learn the senior-level trick for managing complex illustrations without the performance bloat of duplicated assets or heavy JavaScript swaps.
Inheriting a messy CSS project with specificity issues is a developer’s nightmare. Ahmad Wael explains how to pragmatically integrate CSS Cascade Layers to de-tangle legacy code, handle !important inversions, and build a maintainable style architecture that stops the specificity wars once and for all.
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.
I had a client last year—a massive WooCommerce store—who was convinced they needed a complete UX overhaul because “Sarah the Millennial” wasn’t buying enough. They…
A few months ago, a client came to me with a high-end WooCommerce build. They wanted “personality.” Specifically, they wanted the UI to feel alive—nothing…
I recently had a client come to me with a “branding emergency.” They wanted their new landing page to have that high-energy, classic 1950s Hanna-Barbera…
I once worked with a WooCommerce store that was pulling in about $5M a year. On paper, they were killing it. But the checkout drop-off…
I had a client come to me a few months back with what they called a “total disaster.” They’d spent a fortune having a junior…