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AI-Driven ESG Risk Assessment

Category: Open Innovation Difficulty: Advanced Team Members: Shreya V, Sarikha R V, Priyanka S

Overview

Automates ESG risk assessment by analyzing corporate sustainability and annual reports using NLP (spaCy / Transformers). Generates comparative ESG risk scorecards and dashboards.

Tools & Technologies

  • Python, spaCy, Transformers, pandas, NumPy
  • Web Scraping: Requests / BeautifulSoup
  • Dashboards: Streamlit

Usage

  1. Run analysis: python esg_analysis.py
  2. View dashboards: streamlit run dashboard.py

Skills Developed

NLP, ESG Risk Evaluation, Data Visualization, Web Scraping