Stop fighting with brittle if-statements. Ahmad Wael explains how to build a production-ready AI-powered weather pipeline using Databricks and GPT-4o-mini. Learn how to extract API data, transform it with LLMs for actionable advice, and store it securely in a Unity Catalog for reliable dashboards that actually deliver value.
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.
SVG symbols are powerful for performance, but the Shadow DOM often blocks standard CSS animations. Ahmad Wael explains how to use SVG CSS Custom Properties as a bridge to animate reusable symbols independently. Learn to build lightweight, maintainable graphics without duplicating code or bloating your WordPress site’s DOM.
Real-time dashboards often confuse activity with productivity. Master them by moving beyond high-speed polling to strategic UX patterns like delta indicators, sparklines, and skeleton UIs. Reduce cognitive load and build trust in high-stakes environments using proven accessibility and reliability strategies.
WordPress Data Processing can be a total nightmare when dealing with large datasets and external APIs. Drawing from lessons learned in the Advent of Code, senior developer Ahmad Wael explains why sketching your logic, validating your input data, and iterating for scale are the keys to building robust, high-performance WordPress systems.
Stop relying on automated overlays and phone-only support. Senior developer Ahmad Wael explains why true deaf-friendly design requires a pragmatic approach to communication, haptics, and visual cues. Learn how to fix common WooCommerce accessibility blunders and build trust with a wider audience through authentic, inclusive web architecture.
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.