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In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategic ESG initiatives and learn companies' commitments to corporate responsibility
This is an esg trend analysis project. The app reads corporate news articles, classifies them by topic and draws a the company's sentiment trend time series for the specified period.
Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.
AI-powered ESG fund analysis platform. I built this mostly in one weekend back in May 2023. It won the Changemakers Catalyst Fund prize (Homerton College, Cambridge) and was a finalist in the Cambridge University Entrepreneurs' £10k Competition (pitched by Yuge Zhang and May Zhao).
GreenSight - Analyze and evaluate Environmental, Social, and Governance (ESG) factors for companies. The application provides insights into a company's ESG performance, trends, and impact, offering a comprehensive view of its sustainability practices.
Analyse environmental, social, and governance policies for potential gaps using AI - powered by LLMs, RAG techniques, and a regulatory knowledge base using OpenAI API, LangChain, Pinecone and Streamlit.
Taxonomy4Good 🌱📚 Unleash the power of sustainability data with Taxonomy4Good, our innovative sustainability lexicon. This repository is your gateway to a world of customizable taxonomies, enabling you to dive deep into the realm of sustainable insights.