Company Profile & Ratios

The Profile frame was the first real feature. Company overview, sector classification, key officers, and a summary of the business. Alongside it, we built the Ratios frame, calculating profitability, liquidity, and leverage metrics from the raw filing data.

Honestly, at this point the app was still mostly a wrapper around API calls. But this was also about learning, getting deeper into Python, understanding how to structure a real application, and figuring out how to turn raw data into something usable. Every piece built here laid groundwork for what came later.