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  1. LLM database tracks battery critical minerals supply chains
    AI-driven database automatically extracts supply chain relationships from multilingual news sources, processing 200,000+ reports to map 5,000+ companies in battery mineral production.
  2. Dynamic Graph Generation from Excel Using Machine Learning Algorithm Data Visualization Dashboard
    Automated pipeline for converting Excel spreadsheets to dynamic, publication-quality visualizations using machine learning chart recommendation and interactive dashboard functionality.