Exhibit entry

EthoScore

ETHOSCORE AI is an AI-powered decision-assist platform that evaluates modern ethical dilemmas through the lens of major world religions. By mapping moral teachings from Hinduism, I...

• Social Good
• streamlit – Web interface and app layout
• pandas – Tabular data handling (scores
• rankings)
• numpy – Numerical computations and scoring logic
• plotly – Interactive graphs (radar
• bar
• pie
• etc.)
• textblob – Basic sentiment analysis and noun/adjective extraction
• vaderSentiment – Fine-grained sentiment scoring for English text
• nltk – Tokenization
• stopwords
• etc.
• spacy – Advanced linguistic processing (dependency parsing
• entity recognition)
• transformers – Contextual embeddings (e.g.
• BERT
• GPT)
• torch – Backend for transformers if deep models are used
• warnings – Suppress or manage warnings in output
• logging – (Optional) Error or usage logging
• openpyxl – (Optional) For Excel export/import
• re – Regex for text cleaning or classification
• json – Reading/writing scenario data or configuration
• os – File handling (e.g.
• loading datasets)