Alright folks, buckle up! Today I’m spilling the beans on my “eldora dream” project. It was a wild ride, let me tell ya.
So, it all started with this crazy idea I had: I wanted to build a little personal assistant thingy, but specifically tailored for managing my finances and tracking my goofy spending habits. I know, riveting stuff, right?
First thing’s first, I needed a language. I’d been itching to mess around with Python, so I figured, why not? Downloaded the latest version, wrestled with pip (as you do), and got my environment somewhat set up. That took a solid afternoon, I ain’t gonna lie.

Then came the data. I knew I needed to track my income and expenses, but how? A spreadsheet? Nah, too boring. I decided to try out SQLite. Never really used it before, but it seemed simple enough. Fumbled my way through creating a database, setting up some tables for transactions, categories, and all that jazz. Lots of Googling involved, naturally.
Next up, the interface. I wanted something command-line based, just for simplicity. I used the `argparse` module to handle command-line arguments. It was surprisingly straightforward. I could add income, add expenses, list transactions, filter by category, you name it. Felt like a real programmer for a hot minute.
The tricky part was the reporting. I wanted to see charts, graphs, the whole shebang! That’s where `matplotlib` came in. Oh boy, that was a learning curve. Spent hours trying to figure out how to get the damn things to display properly. But after much trial and error (and copious amounts of coffee), I managed to whip up some pretty decent pie charts showing where my money was going. Felt like a freakin’ data scientist!
But here’s the kicker: I wanted it to be automated. I didn’t want to manually enter every single transaction. So, I decided to integrate with my bank. Found out they had an API (score!), but it required some authentication stuff. Ended up using `requests` to handle the API calls, and wrestled with OAuth for what felt like an eternity. Finally got it working, and now my little program could automatically pull in my transactions. Talk about feeling like a hacker!
Of course, it wasn’t all smooth sailing. There were bugs galore. Spent countless hours debugging stupid little errors. One time, I accidentally deleted my entire database (oops!). Learned a valuable lesson about backups that day. Also struggled with date formatting, timezones, and all those other annoying things that programmers love to hate.
But in the end, I got it working! It’s not perfect, and it’s definitely not something I’d show off to the world, but it does what I need it to do. I can track my spending, see where my money is going, and generally feel more in control of my finances. And I learned a ton in the process. Python, SQLite, APIs, data visualization – it was a crash course in all things tech.
Would I do it again? Absolutely! It was a pain in the butt, but it was also incredibly rewarding. Plus, now I have a cool little tool that helps me manage my money. Maybe one day I’ll even turn it into a real product. Who knows?
Anyway, that’s the story of my “eldora dream” project. Hope you enjoyed the tale. Now, if you’ll excuse me, I gotta go add some expenses to my database. Pizza night, here I come!