use of ai in finance and reseach.............................

ssuser4b3774 17 views 10 slides Mar 09, 2025
Slide 1
Slide 1 of 10
Slide 1
1
Slide 2
2
Slide 3
3
Slide 4
4
Slide 5
5
Slide 6
6
Slide 7
7
Slide 8
8
Slide 9
9
Slide 10
10

About This Presentation

12


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
Tags