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Harish Kumar Sriram

Independent

SCHOLARLY PAPERS

16

DOWNLOADS
Rank 38,921

SSRN RANKINGS

Top 38,921

in Total Papers Downloads

3,262

TOTAL CITATIONS

20

Scholarly Papers (16)

1.

Leveraging AI, Machine Learning, And Big Data For Enhancing Tax Compliance, Fraud Detection, And Predictive Analytics In Government Financial Management

Number of pages: 15 Posted: 06 May 2025
Independent, affiliation not provided to SSRN, Independent, affiliation not provided to SSRN and Independent
Downloads 765 (91,885)
Citation 8

Abstract:

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Leveraging AI, Machine Learning, and Big Data for Enhancing Tax Compliance, Fraud Detection, and Predictive Analytics in Government Financial Management

2.

Integrating generative AI into financial reporting systems for automated insights and decision support

Number of pages: 17 Posted: 07 May 2025
Harish Kumar Sriram
Independent
Downloads 657 (106,383)
Citation 1

Abstract:

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Generative AI, Deep Learning, Financial Reporting System, Corporate Performance, Liquidity Analysis, Solvency Assessment, Profitability Metrics, Organizational Structure, Share Buyback, What-If Analysis, Strategic Decisions, Tactical Decisions, Capital Budgeting, Profit Distribution, Automated Insights, User Requests, National Financial Reporting, Central Bank Systems, Accounting Standards, Integrated Analytics

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AI, artificial intelligence, machine learning, secure payment processing, payment security, fraud detection, real-time detection, fraud prevention, down sampling, zero Trust, trust, generative adversarial networks, GANs, real-time, real-time detections, Security, payment security, E-commerce, financial transactions, deep learning, artificial neural networks, unsupervised learning, unsupervised learning algorithms, autoencoders, autoencoder architecture, instant, online, algorithms, machine algorithm, Machine learning, unsupervised, learn, classify, One class SVM, credit transactions, training data, OCSVM, TFI, SC, input, Lab, objective, algorithms, classes, bytes, bytes SC

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AI, artificial intelligence, machine learning, secure payment processing, payment security, fraud detection, real-time detection, fraud prevention, down sampling, zero Trust, trust, generative adversarial networks, GANs, real-time, real-time detections, Security, payment security, E-commerce, financial transactions, deep learning, artificial neural networks, unsupervised learning, unsupervised learning algorithms, autoencoders, autoencoder architecture, instant, online, algorithms, machine algorithm, Machine learning, unsupervised, learn, classify, One class SVM, credit transactions, training data, OCSVM, TFI, SC, input, Lab, objective, algorithms, classes, bytes, bytes SC

4.

Beyond Automation: Exploring the Potential of Agentic AI in Risk Management and Fraud Detection in Banks

Number of pages: 30 Posted: 30 May 2025
Harish Kumar Sriram and Bharath M Bharath M
Independent and affiliation not provided to SSRN
Downloads 374 (215,681)

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5.
Downloads 211 (369,861)

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AI Optimization, Intelligent Supply Chains, Payment Systems Security, Cryptographic Security, Tax Compliance, Audit Efficiency, Machine Learning, Blockchain Technology, Digital Signature, Reinforcement Learning, Supply Chain Cost Minimization, Fraud Detection, Financial Auditing, Taxation Algorithms, Transaction Verification Mathematical Statistician and Engineering Applications

6.

Leveraging AI, ML, and Gen AI in Automotive and Financial Services: Data-Driven Approaches to Insurance, Payments, Identity Protection, and Sustainable Innovation

Number of pages: 19 Posted: 07 May 2025
Independent, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Independent
Downloads 163 (480,208)
Citation 2

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7.

AI and Cloud-Driven Transformation in Finance, Insurance, and the Automotive Ecosystem: A Multi-Sectoral Framework for Credit Risk, Mobility Services, and Consumer Protection

Number of pages: 19 Posted: 07 May 2025
Independent, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Independent
Downloads 126 (604,538)

Abstract:

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8.

Leveraging artificial intelligence and machine learning for next-generation credit risk assessment models

Number of pages: 10 Posted: 07 May 2025
Harish Kumar Sriram
Independent
Downloads 113 (689,572)

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9.

A comparative study of identity theft protection frameworks enhanced by machine learning algorithms

Number of pages: 22 Posted: 07 May 2025
Harish Kumar Sriram
Independent
Downloads 87 (777,583)

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10.

The Role Of Cloud Computing And Big Data In Real-Time Payment Processing And Financial Fraud Detection

Number of pages: 18 Posted: 07 May 2025
Harish Kumar Sriram
Independent
Downloads 69 (883,195)

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11.

Strategic Financial Growth: Strengthening Investment Management, Secure Transactions, and Risk Protection in the Digital Era

Number of pages: 12 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN, affiliation not provided to SSRN and ACE American Insurance-CHUBB,
Downloads 65 (933,592)

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Digital Investment Strategies, Portfolio Diversification, Cryptocurrency Security, Blockchain Technology, Risk-Adjusted Return, Secure Payment Systems, Financial Data Encryption, Asset Allocation Models, Financial Cybersecurity, Smart Contracts, Hedging Strategies, Artificial Intelligence in Finance, Risk Management Frameworks, Decentralized Finance (DeFi), Regulatory Compliance in Finance

Leveraging Artificial Intelligence for Secure and Efficient Payment Systems: Transforming Financial Transactions, Regulatory Compliance, and Wealth Optimization

Number of pages: 36 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN, affiliation not provided to SSRN and Independent
Downloads 39 (1,224,220)

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AI-Driven Payments, Secure Transactions, Payment System Efficiency, Fraud Detection, Digital Payment Innovation, E-Commerce Integration, Transaction Transparency, Automated Risk Management, Real-Time Processing, Consumer Accessibility, Cost Optimization, On-Demand Economy, Payment Security, Machine Learning in Payments, AI-Powered Fraud Prevention, Financial Inclusion, Predictive Analytics, Regulatory Compliance, Digital Wallets, Economic Impact

Leveraging Artificial Intelligence for Secure and Efficient Payment Systems: Transforming Financial Transactions, Regulatory Compliance, and Wealth Optimization

Number of pages: 36 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN and Independent
Downloads 24 (1,445,011)

Abstract:

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AI-Driven Payments, Secure Transactions, Payment System Efficiency, Fraud Detection, Digital Payment Innovation, E-Commerce Integration, Transaction Transparency, Automated Risk Management, Real-Time Processing, Consumer Accessibility, Cost Optimization, On-Demand Economy, Payment Security, Machine Learning in Payments, AI-Powered Fraud Prevention, Financial Inclusion, Predictive Analytics, Regulatory Compliance, Digital Wallets, Economic Impact

13.

Revolutionizing Risk Assessment and Financial Ecosystems with Smart Automation, Secure Digital Solutions, and Advanced Analytical Frameworks

Number of pages: 23 Posted: 06 May 2025
Independent, ACE American Insurance-CHUBB,, Independent, affiliation not provided to SSRN and Independent
Downloads 30 (1,345,526)

Abstract:

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Risk Assessment, Financial Calculations, Data Science, Automation, Unstructured Data, Predictive Valuations, Investment Decision-Making, Financial Ecosystems, Artificial Intelligence, Technical Automation, Non-Linear Valuations, Investment Management, Dynamic Strategies, Asset Prediction, High-Finance Valuation, Premium Opportunities, Automated Tools, Economic Theories, Approximation Models, Profit Optimization Adusupalli, B., Singireddy, S., Sriram, H. K., Kaulwar, P. K., & Malempati, M. (2021). Revolutionizing Risk Assessment

14.
Downloads 26 (1,399,036)
Citation 9

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AI Optimization, Intelligent Supply Chains, Payment Systems Security, Cryptographic Security, Tax Compliance, Audit Efficiency, Machine Learning, Blockchain Technology, Digital Signature, Reinforcement Learning, Supply Chain Cost Minimization, Fraud Detection, Financial Auditing, Taxation Algorithms, Transaction Verification Mathematical Statistician and Engineering Applications

15.

Next-Gen Banking Infrastructure: Designing AI-Native IT Architectures for Financial Institutions

Number of pages: 17 Posted: 29 May 2025
Harish Kumar Sriram and Bharth Somu
Independent and affiliation not provided to SSRN
Downloads 18 (1,500,778)

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16.

Advancements in Credit Score Analytics using Deep Learning and Predictive Modeling Techniques

Number of pages: 17 Posted: 19 May 2025
Harish Kumar Sriram
Independent
Downloads 18 (1,470,786)

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Credit Scoring, High-Dimensional Data, Traditional Statistical Methods, Data Mining, Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Deep Reinforcement Learning, Supervised Learning, Comparative Analysis, Contrastive Divergence, Energy-Based Neural Network, Approximate Inference, Multilayer Perceptron, Hybrid Neuro-Fuzzy Model, Fuzzy Expert System, Model Complexity, Credit Policy Decisions, Self-Supervised Learning, Model Performance