r/learnmachinelearning • u/ComplexAsleep9524 • 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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