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Before starting Part 2, make sure you catch up on Part 1, where I share the groundwork for transforming raw bank statements — the data collection, Google Sheets and Llama LLM for data cleanup, failed attempts, and learning many valuable techniques — click to read Part 1!
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We all spend 12–15+ years studying, aiming to secure a job or start a business — in other words, to make money. Most of us succeed in one way or another. As Malayalam actor Prithviraj Sukumaran once said in an interview, “Getting to a position is easier, but maintaining it is harder”. The same applies to money—earning, whether from a job, investments, real estate, rentals, or even through family support may come relatively easily, but managing it wisely is much more challenging. That’s where financial trackers become essential. They allow us to visually track where our money comes from and where it goes, enabling us to make informed decisions. This blog will guide you in building a simple yet automated personal finance tracker.