Midecode

swe | ML engineer.
I explain ML concepts through things I actually build. I build AI systems that understand documents.

[Midecode @Midecodez]

I built a mini extraction pipeline that pulls structured data from a real Loan Worksheet PDF.

No manual copy-paste. No custom parser. Just PyMuPDF doing the heavy lifting.

Here's what it extracts, and how it works 🧵

[☔ @Whotfismick]

my mom was really serving us home cooked meals every single day… younger me didn’t realize how much work and how much of a blessing that is

[Midecode @Midecodez]

@ProfFeynman I’m gonna put this
Fastest way to grow is acc being stupid.
You just have to be stupidly courageous

[Midecode @Midecodez]

@Scivf4 Network neurons.
Deep learning. AI able to learn and understand by itself.

[Midecode @Midecodez]

@OpenAI cool ad.🔥

[Midecode @Midecodez]

@OpenAI Codex just destroyed the whole home.

[Midecode @Midecodez]

The pipeline does 3 things:

→ Identifies key fields (Loan Amount, Interest Rate, Applicant Name)
→ Extracts table rows from fee sections (Origination Charges, Other Charges)
→ Returns every result with bounding box coordinates

Output looks like this:

[
{ "text": "Interest Rate: 4.250%", "bbox": [300, 200, 400, 240] },
{ "text": "Appraisal Fee - $500", "bbox": [100, 420, 250, 460] }
]

The same logic that powers real-world document automation tools.

Full walkthrough in my Colab notebook 👇
https://t.co/8JT4Ts6w5V

[Midecode @Midecodez]

I built a mini extraction pipeline that pulls structured data from a real Loan Worksheet PDF.

No manual copy-paste. No custom parser. Just PyMuPDF doing the heavy lifting.

Here's what it extracts, and how it works 🧵

[Midecode @Midecodez]

@Cristiano @Nike holy shit!

[Midecode @Midecodez]

@sama how was the early days of internet like?

[Midecode @Midecodez]

@TheTriceRozay Hi.
how you guys doing?

[Midecode @Midecodez]

@TheTriceRozay I'm very active.
follow back asap.

[Midecode @Midecodez]

@gregisenberg I just bookmarked!😌

[Midecode @Midecodez]

@helloiamleonie @liquidai @maximelabonne @paulabartabajo_ Congrats leonie 💜

[Midecode @Midecodez]

@TheTriceRozay Reply guy.

[Midecode @Midecodez]

@TheTriceRozay i'm cracked engaged

[Midecode @Midecodez]

@qwesitjay @Headmetax 🔥

[Midecode @Midecodez]

@elonmusk Interesting Elon

[Midecode @Midecodez]

Got verified on @X, and honestly, the team made it stupidly fast.

No long wait. No back-and-forth. Just the blue check, done.

The X team is doing a great job right now. If you're not verified yet, go get it.

Worth it. Now let's grow together.

Follow me and I'll follow back fast. We move massively here. 🔵

[Midecode @Midecodez]

@sevaustinov

[Midecode @Midecodez]

@blakeaburge very true.
sometimes it's the birthplace of good ideas.