Choosing between an AI Engineer vs Machine Learning Engineer is a critical decision for your project. One integrates powerful pre-built models, while the other builds custom algorithms from scratch. Ahmad Wael breaks down the technical differences, the skill sets involved, and how to avoid the “prestige hiring” trap that wastes budget and time.
Achieve 3x speedups on older GPUs like the RTX 30-series without hardware upgrades. By using bit-packing and Triton kernels, bypass memory bandwidth bottlenecks. Learn how to master software FP8 performance, optimize data movement, and stop wasting compute cycles on memory-bound deep learning operations today.
Stop the nightmare of broken search engine scrapers. Ahmad Wael explains why fetching search engine data through SerpApi is the only pragmatic choice for serious developers. Learn how to avoid the maintenance trap, handle CAPTCHAs, and implement a clean PHP integration that won’t break when Google changes its CSS.
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.
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.
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…
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…