AML Data with Python

Photo by shahin khalaji on Unsplash 🚌 Try it yourself — Bus Fare Calculator BD This case study is based on a real, live product. Check it out below. Get Bus Fare Calculator BD → Real‑World Hook I was staring at my inbox on a rainy Saturday in Gulshan, coffee cooling beside my laptop, when the reply pinged. "We love your numbers, but can you guarantee a 90 % Lighthouse score?" The client was a boutique tea shop in Old Dhaka, selling hand‑rolled blends on a clunky WordPress theme. Their page load was 5.6 seconds on 3G, and the Lighthouse Performance tab screamed 38 / 100. I replied with a cold‑email that quoted a $1,200 fix, promising a perfect score in two weeks. They said yes. Two weeks later, the site still loaded slower than a rickshaw on a pothole‑filled road, and the client’s sales dip was 12 %. That $1,200 turned into a $0 win and a bruised reputation. The Hidden Problem Most freelancers treat Lighthouse like a badge‑collector’s trophy. They chase the perfect 100, slap...

Photo by Peo Hedin on Unsplash 🚌 Try it yourself — Bus Fare Calculator BD This case study is based on a real, live product. Check it out below. Get Bus Fare Calculator BD → Real‑World Hook I was staring at my inbox on a rainy Tuesday in Gulshan. One cold‑email reply. BDT 1,200 earned. The subject line? “Your site’s Lighthouse score is 42 % – let’s fix it.” The prospect? A boutique clothing shop on Daraz with a 3‑page static site, hosted on a cheap shared server. Their bounce rate was 78 %, cart abandonment 85 %. I replied, attached a PDF, and waited. Two days later, the owner called. He’d seen the report, was terrified of losing traffic, and asked for a quick fix. I quoted BDT 1,200 for a “quick win”. He said yes. I delivered a PWA‑style service worker, compressed images, and a 1.2 s improvement. The shop’s traffic spiked 27 % in a week. That’s the story that started this deep dive. The Hidden Problem Most freelancers treat Lighthouse scores like a vanity metric. They copy‑past...