Master Thesis project: End-to-end NLP pipeline for extracting and validating ESG signals from corporate disclosures of Switzerland’s top companies (SMI, 2021–2023). Uses transformer models (ESGBERT, FinBERT, GPT) with a focus on transparent and replicable scoring methods.
finance machine-learning sustainability ai reproducible-research transformers openai data-analysis transparency bert esg refinitiv sasb swiss-market-index
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Sep 9, 2025 - Jupyter Notebook