use of ai in finance and reseach.............................
1. Application of AI in
Finance and Research
Exploring how Artificial Intelligence is transforming
financial services and research methodologies.
2. Introduction to AI in
Finance and Research
- What is Artificial Intelligence?
- Key AI technologies: Machine Learning, NLP,
Deep Learning
- Why AI matters in finance and research
3. AI in Financial Data
Analysis
- AI for big data processing in financial markets
- AI-driven stock price prediction
- Credit risk assessment and fraud detection
🔹 Real-Life Examples:
- **Global:** BlackRock’s Aladdin – AI for
investment risk analysis
- **India:** HDFC Bank’s EVA – AI chatbot for
banking
4. AI in Algorithmic and High-
Frequency Trading
- AI’s role in automated trading strategies
- How AI identifies market trends and
opportunities
- Reducing human biases in trading
🔹 Real-Life Examples:
- **Global:** Renaissance Technologies’
Medallion Fund
- **India:** Zerodha’s Streak – AI-powered trading
automation
5. AI in Robo-Advisory and
Wealth Management
- Personalized investment strategies using AI
- AI-driven asset allocation and tax optimization
- Enhancing customer experience with AI
chatbots
🔹 Real-Life Examples:
- **Global:** Betterment & Wealthfront – AI-
powered investment advisory
- **India:** 5paisa Auto Investor – AI-driven
financial planning
6. AI in Risk Management
and Fraud Detection
- AI for transaction monitoring and anomaly
detection
- AI-driven anti-money laundering (AML) solutions
- Reducing operational risks with AI insights
🔹 Real-Life Examples:
- **Global:** PayPal & Mastercard – AI-based
fraud detection
- **India:** ICICI Bank’s AI-powered fraud
prevention system
7. AI in Financial Forecasting
- AI-powered predictive analytics for financial
markets
- Economic forecasting and trend identification
- AI in corporate financial planning
🔹 Real-Life Examples:
- **Global:** Goldman Sachs’ AI-driven market
predictions
- **India:** NSE’s AI-powered financial analytics
8. AI in Research Methods
- AI-enhanced literature reviews and data
extraction
- AI for hypothesis generation and validation
- NLP for academic writing, referencing, and
plagiarism detection
🔹 Real-Life Examples:
- **Global:** Scite.ai & Elicit.org – AI-driven
research tools
- **India:** Shodhganga AI – AI-based plagiarism
detection
9. Future Trends and Ethical
Considerations
- AI’s evolving role in financial services and
research
- Integration of AI with blockchain, quantum
computing
- Ethical concerns: Data privacy, fairness,
transparency
- Regulatory challenges and compliance in AI-
driven finance
10. Q&A & Discussion
- Open floor for questions and discussions
- Exploring AI’s future in finance and research
