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10-K Filing Analysis Using LLM

Using large language models to extract key information from 10-K filings.

Overview

Developed a platform to analyze and summarize 10-K filings using advanced language models.

Links:

  • GitHub Repository (TBD)

Features

  • Models: Fine-tuned BERT-based models for extracting relevant information.
  • Frameworks: Used OpenRouter API, Streamlit, and Python for implementation.
  • Output: Generated concise summaries and visual insights from financial filings.

Current Status

  • Expanding functionality to analyze filings from other financial domains.
  • Optimizing the platform for speed and scalability.