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.
I had a client last year—big site, tons of custom data. They wanted an AI assistant that didn’t just “answer questions” but could actually check…
Just last month, a client came to us with an ambitious vision: integrating advanced AI functionalities deeply into their high-traffic WordPress platform. They’d already played…
I had a consulting gig recently with an agency that was doing everything “right” in theory. Churning out technically sound WordPress tutorials, diving deep into…
Got an email from a client last week. He forwarded me the official announcement about WooCommerce and Stripe exploring AI and asked, “Ahmad, what is…