Mastering Effective AI Programming requires moving beyond simple prompts. Learn how to provide strict technical context, use Markdown schema files, and bridge the gap between oral meetings and AI coding agents to eliminate hallucinations and save thousands of tokens on your next WordPress or WooCommerce development project.
Stop letting your expensive user research gather digital dust. In this post, senior dev Ahmad Wael explains how to use AI to create virtual personas—interactive repositories that allow your team to ‘ask’ the data questions in real-time. Learn the technical setup and the common pitfalls to avoid.
Master the Actor-Critic Method in reinforcement learning. Senior developer Ahmad Wael shares his 14+ years of experience fixing the “moving target” bug, optimizing reward engineering, and why this method beats REINFORCE for real-time AI. Learn how to stabilize your deep learning models and avoid common implementation nightmares with practical code examples.
Agentic AI systems are great for making decisions, but they often fail traditional medical metrics like AUC. In this post, I break down why binary outputs are a nightmare for risk ranking and share 6 senior-level strategies for deriving continuous scores from your AI agents to ensure fair model comparisons.
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 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.
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…
I recently got a call from a client who was at his wit’s end. He’d hired a “prompt engineer” to build a custom WooCommerce analytics…