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Phanish Lakarasu

affiliation not provided to SSRN

SCHOLARLY PAPERS

13

DOWNLOADS

1,185

TOTAL CITATIONS

13

Scholarly Papers (13)

1.

Emotional Intelligence in Artificial Agents: Leveraging Deep Multimodal Big Data for Contextual Social Interaction and Adaptive Behavioral Modelling

Number of pages: 17 Posted: 07 May 2025
Independent, Intuit Inc., affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 408 (200,763)
Citation 8

Abstract:

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Human-Centered Intelligent Systems, User-State Modeling, Socially Adaptive Agents, Socio-Emotional Intelligence, Multimodal Interaction Analysis, Artificial Social Agents, Autonomous Agent Behavior, Context-Aware Intelligence, Human-Agent Co-Performance, Virtual Avatars, Social Robots, Emotional Expression Recognition, Interaction Context Awareness, Affective Computing, Deep Behavioral Modeling, Adaptive Virtual Assistants, Online Social Environments, Gaming AI, Customer Service Bots, Mental State Inference

2.

AI-driven Data Engineering: Automating Data Quality, Lineage, and Transformation in Cloud-scale Platforms

Number of pages: 23 Posted: 19 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 223 (356,192)
Citation 2

Abstract:

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Automated Data Engineering, Trusted Data Domains, Centralized Data Governance, Data Quality at Scale, Autonomous Data Systems, Data Compliance Tooling, Data Engineering Acceleration, Scalable Data Management, Data Platform Enablement, Intelligent Data Pipelines, Data Democratization Frameworks, Cloud-scale Analytics, Self-service Data Democratization, Business-led Data Curation, AI-led Data Automation, Domain-specific Data Ownership, Low-code Data Publishing, User-centric Data Tools, Cloud-native Data Architecture, Business-driven Analytics

3.

Designing Cloud-Native AI Infrastructure: A Framework for High-Performance, Fault-Tolerant, and Compliant Machine Learning Pipelines

Number of pages: 15 Posted: 19 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 114 (645,052)

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Cloud-Native ML Infrastructure, Scalable ML Workloads, Elastic ML Pipelines, Fault-Tolerant AI Systems, Compliance-Aware ML Architecture, ML as a Service, High-Performance ML Infrastructure, Resilient Cloud Design, ML Pipeline Maturity, Cloud Architecture Trade-Offs, Blameless Infrastructure Design, Cost-Risk Optimization, Regulated Industry ML Compliance, Enterprise ML Operations, ML Infrastructure Scalability, ML Workload Efficiency, Architecture for AI Elasticity, Machine Learning Deployment at Scale, ML-Centric Cloud Design, AI Infrastructure Engineering

4.

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)

Abstract:

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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

5.

End-to-end Cloud-scale Data Platforms for Real-time AI Insights

Number of pages: 23 Posted: 20 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 59 (989,921)

Abstract:

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Real-time Data Processing, Cloud-native Architecture, Scalable Data Pipelines, AI-driven Insights, End-to-end Data Integration, Data Lake House Architecture, Streaming Analytics, Machine Learning at Scale, Event-driven Architecture, Unified Data Platform, Low-latency AI Inference, Big Data Orchestration, Cloud Data Warehousing, Predictive Analytics in Real Time, Automated Data Engineering

6.

Deep Learning Frameworks for Multi-Modal Data Fusion in Retail Supply Chains: Enhancing Forecast Accuracy and Agility

Number of pages: 12 Posted: 06 May 2025
Srinivas Kalisetty and Phanish Lakarasu
Independent and affiliation not provided to SSRN
Downloads 58 (1,010,164)

Abstract:

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Deep learning, multimodal data fusion, retail forecasting, supply chain forecasting, computer vision, Deep Learning, Multi-Modal Data Fusion, Retail Supply Chain, Forecast Accuracy, Demand Forecasting, Time-Series Forecasting, Neural Networks, Long Short-Term Memory (LSTM), Attention Mechanism, Sales Prediction, Inventory Management, Data Fusion Techniques, Agility in Supply Chains, Artificial Intelligence (AI) in Retail, Optimization Algorithms

7.

MLOps at Scale: Bridging Cloud Infrastructure and AI Lifecycle Management

Number of pages: 28 Posted: 20 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 57 (1,074,648)

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Data Science Platform, Data Lifecycle Management, Deployment & Monitoring, Machine Learning Platforms, MLOps. MLOps, MLOps system, ML, Ai, AIops, AIOps, Development process

8.

Optimizing Digital Finance and Regulatory Systems Through Intelligent Automation, Secure Data Architectures, and Advanced Analytical Technologies

Number of pages: 11 Posted: 06 May 2025
Independent, affiliation not provided to SSRN, affiliation not provided to SSRN, Intuit Inc. and affiliation not provided to SSRN
Downloads 51 (1,074,648)

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Finance and regulatory automatization -financial sector, digital transformation, cloud and on-perm. Graph databases, data lakes, blockchain, analytics, deep learning, AI, ML. Auto-Machine Learning (Auto-ML). Public, private, hybrid cloud. BI, data marts, data warehousing. API, SQL, artificial intelligence, on-premises, ETL, cloud functions, RDBMS

9.

Scalable AI Infrastructure: Architecting Cloud-Native Systems for Intelligent Workloads

Number of pages: 3 Posted: 20 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 39 (1,209,354)

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AI Infrastructure, Cloud-Native Architecture, Scalability, Machine Learning Workloads, Distributed Computing, Containerization (e.g., Docker, Kubernetes), MLOps, Elastic Compute, High Availability, Serverless AI, Edge AI Deployment, Infrastructure as Code (IaC), Data Pipeline Automation, GPU Orchestration, Hybrid Cloud AI

10.

From Model to Value: Engineering End-to-End AI Systems with Scalable Data Infrastructure and Continuous ML Delivery

Number of pages: 17 Posted: 19 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 37 (1,290,922)

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ML System Engineering, Continuous ML Delivery, Value-Centric AI, Feature Engineering Productivity, Data-Centric Development, Pipeline Orchestration, Modular AI Systems, Scalable AI Architecture, Production-Ready ML, NLP Model Deployment, Conversational AI Readiness, Entity Linking Systems, Visual Question Answering, Reusable ML Components, AI System Modularity, ML Lifecycle Management, Performance-Oriented Pipelines, Constraint-Driven Design, End-to-End AI Optimization, Applied AI Principles

11.

Operationalizing Intelligence: A Unified Approach to MLOps and Scalable AI Workflows in Hybrid Cloud Environments

Number of pages: 20 Posted: 19 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN
Downloads 37 (1,222,651)

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AI Business Value, AI Operationalization, Enterprise AI Scaling, MLOps Lifecycle, AI Lifecycle Management, DevSecOps Integration, DataOps Practices, GitOps for AI, AI Engineering Standards

12.

Hybrid Cloud and AI Integration for Scalable Data Engineering: Innovations in Enterprise AI Infrastructure

Number of pages: 11 Posted: 06 May 2025
Srinivas Kalisetty and Phanish Lakarasu
Independent and affiliation not provided to SSRN
Downloads 37 (1,222,651)
Citation 3

Abstract:

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Hybrid Cloud, AI Integration, Scalable Data Engineering, Enterprise AI Infrastructure, Cloud Computing, Data Scalability, Cloud-Native AI, Multi-Cloud Architecture, Distributed Computing, Data Pipeline Optimization, Elastic Scaling, AI Workload Management, Cloud Storage Solutions, Edge Computing, AI Model Deployment

13.

Advancing Explainable AI for AI-Driven Security and Compliance in Financial Transactions

Posted: 10 Jun 2025
Phanish Lakarasu
affiliation not provided to SSRN

Abstract:

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Explainable AI, AI in finance, XAI, AI research, Black box, AI ethics, Interpretability, Transparency, Trust, Regulation, Financial compliance, Financial security, Financial transactions, Responsible AI, Heterogeneous ensembles, Feature selection