# AI/ML for Financial Services - Demo Catalog

## Overview
This catalog organizes demos relevant to AI/ML applications in financial services.

## Beginner Level

### Credit Scoring & Underwriting
- `TechUseCaseDemos\CreditScoringDemo` - Logistic regression credit scoring
- `DomainUseCaseDemos\Banking\LoanDefaultPredictor` - Credit risk assessment with ML
- `DomainUseCaseDemos\CreditCards\CCUnderWriting` - Credit card underwriting

### Fraud Detection
- `TechUseCaseDemos\FraudPlayground` - Anomaly detection for fraud
- `DomainUseCaseDemos\CreditCards\CreditCardFraud` - Credit card fraud detection
- `DomainUseCaseDemos\CreditCards\CreditCardTxnFraud` - Transaction fraud classification
- `DomainUseCaseDemos\Insurance\ClaimFraud001` - Insurance claim fraud detection

### Customer Analytics
- `DomainUseCaseDemos\Banking\CustSeg` - Customer segmentation
- `DomainUseCaseDemos\WealthMgmt\NIFTYOpt` - Wealth/portfolio optimization

## Intermediate Level

### Risk Management
- `TechUseCaseDemos\CounterpartyRiskDemo` - CVA/DVA calculations for counterparty risk
- `TechUseCaseDemos\BankFailurePrediction` - Predict bank failures using financial ratios
- `DomainUseCaseDemos\RiskManagement\ContagionModel` - Network-based systemic risk

### Portfolio Optimization
- `TechUseCaseDemos\RiskParityPortfolio` - Risk parity portfolio construction
- `TechUseCaseDemos\PortfolioOptimizer` - Mean-variance optimization
- `DomainUseCaseDemos\WealthMgmt\PortfolioOptSynSharpeRation` - Portfolio optimization

### Value at Risk
- `TechUseCaseDemos\VaRCalculator` - VaR and Expected Shortfall calculations

## Advanced Level

### Quantitative Finance
- `TechUseCaseDemos\OptionPricingDemo` - Black-Scholes European option pricing
- `TechUseCaseDemos\OptionsPricing` - Options pricing with Greeks
- `TechUseCaseDemos\MonteCarloOptions` - Monte Carlo simulation for exotic options
- `TechUseCaseDemos\MonteCarloCompanyValuation` - Monte Carlo simulation for company valuation, five-year NPV, probability of value creation, and statistical confidence intervals
- `TechUseCaseDemos\GreeksCalculator` - Delta, Gamma, Vega, Theta sensitivity analysis
- `TechUseCaseDemos\BondPricingDemo` - Bond pricing with duration

### Compliance & AML
- `DomainUseCaseDemos\Compliance\MuleAccountDetection` - AML transaction monitoring

### Supply Chain Finance
- `DomainUseCaseDemos\SupplyChain\SupplyChainFinance` - Trade credit optimization

## Foundational Techniques
- `TechUseCaseDemos\VoiceNotesApp001` - Speech-to-text with localStorage
- `TechUseCaseDemos\AISummarizer001` - Transcript to bullet points
- `TechUseCaseDemos\ABTestingFramework` - Statistical significance calculator
- `TechUseCaseDemos\AIROICalculator` - AI project ROI estimation

## New Additions

### RAG for Financial Documents
- `TechUseCaseDemos\RAGSolutions` - Document QA for financial reports
  - Standard RAG for earnings calls
  - PageIndex RAG for precise citations in financial analysis

### Voice-Enabled Financial Assistant
- `TechUseCaseDemos\EmotionalSupportAssistant` - Customer sentiment analysis
  - Emotion detection for customer interactions
  - Voice-enabled support for client calls