Reporting plugins bloat the database and still guess at who your best customers are. Here is how I build RFM scores from WooCommerce order data in Pandas, and what the segments are actually good for.
A jewelry retailer’s smart crop kept locking onto diamond reflections, because edge detection flagged every one of them. Harris corner detection found the structural points instead. Here is the R score logic and the OpenCV implementation.
A store selling pet supplies and gaming gear had a search bar that put cat nip next to Logitech mice. Notes on how self-attention and the Query-Key-Value setup finally gave that search enough context to tell an animal from a USB device.
A weather dashboard that tells people what to wear, built on Databricks and GPT-4o-mini instead of a pile of if-statements. Covers the extraction class, the LLM transformation step, and the hourly job that keeps the Delta Table fresh.
A price tracker taught me that a hand-built Google scraper dies within two days. Here is why I hand that job to SerpApi now, plus the PHP wrapper I reuse and the latency setting that matters at scale.
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 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…
Last year, I got a call from a long-time client who was in a total panic. They’d spent six months and a healthy chunk of…
Stop treating AI as a black box. Senior dev Ahmad Wael shares practical advice on Explainable AI for UX, moving beyond data dumps to build user trust through progressive disclosure, feature importance, and human-readable explanations. Learn how to turn complex algorithmic outputs into actionable design patterns that improve adoption and reduce user frustration.
Just last month, a client of ours came in, completely baffled. Their long-standing, high-traffic WordPress site, which usually pulled in steady numbers, had just taken…