use of ai in finance and reseach.............................
ssuser4b3774
17 views
10 slides
Mar 09, 2025
Slide 1 of 10
1
2
3
4
5
6
7
8
9
10
About This Presentation
12
Size: 604.19 KB
Language: en
Added: Mar 09, 2025
Slides: 10 pages
Slide Content
Application of AI in Finance and Research Exploring how Artificial Intelligence is transforming financial services and research methodologies.
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
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
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
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
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
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
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
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
Q&A & Discussion - Open floor for questions and discussions - Exploring AI’s future in finance and research