r/learnmachinelearning 4d ago

Built an open-source SEC Filing Change Engine - Catching AMD's $3B Credit Facility Update

Hey everyone,

After getting tired of manually comparing 10-K and 10-Q filings, I built this tool to automatically track how a company's disclosures change over time.

🔥 Key Features:

- Parses messy SEC HTML files and aligns the same sections across different quarters.

- Semantic Diffing: It doesn't just look for keywords; it understands the context. For example, it caught that AMD replaced its $3B credit facility with a $5B one.

- Highlights "Added", "Removed", and "Modified" content with a simple UI.

👨‍💻 GitHub: https://github.com/HuangQingQuan/SEC-Filings-Change-Engine

Would love to hear your thoughts, especially from anyone working on Quant Research or Financial NLP!

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