Bridging the Gap Between Data and Diagnosis: CardioMetrics Core

Honestly, I never planned to build something like CardioMetrics Core. Not at first. It all started when I went to the hospital’s cardiology clinic. The waiting room was packed. People with high blood pressure, heart issues, so many patients. It was overwhelming. And I kept thinking: if all these people need monitoring, why isn’t there a simple, accessible way to keep track of heart health at home? So I decided to try creating something myself. ✨ My Approach I wanted the tool to be simple and functional. Fast, responsive, and easy to interact with—nothing fancy, but still professional. CustomTkinter ended up being a surprisingly good fit. I added light/dark modes, and the interface started to feel comfortable to use. One of the key things I focused on was real-time feedback. When users enter values, the app compares parameters like: Systolic Blood Pressure Resting Heart Rate Cholesterol Fasting Blood Sugar If a measurement is outside the reference range, the progress bar changes color (