This page collects selected academic and research publications by Dr.ES, with work focused on finance, digital transformation, emerging technology, innovation management, and the economic impact of artificial intelligence.
Research Focus
- Financial technology, blockchain, and banking innovation
- Technology adoption, infrastructure, and policy incentives
- Generative AI, scientific discovery, innovation, and management strategy
- Fraud investigation, MCP-enabled analytics, governed LLM decision support, and financial institution controls
Selected Publications
A Human-in-the-Loop Model Context Protocol Architecture for Automating Actimize-Style Fraud Alert Investigations in Financial Institutions
Author: Dr.ES
Published: May 2026
Topic: Model Context Protocol, fraud investigation, human-in-the-loop AI, financial institutions
This paper proposes a governed, human-in-the-loop architecture for using Model Context Protocol servers in Actimize-style fraud alert investigations. It frames MCP as a controlled integration layer that can connect alerts, rules, historical cases, enterprise data, and approved analytics tools to an LLM while preserving access controls, auditability, evidence provenance, analyst override, and final human decision authority.
Strategic Frontiers of Generative AI in Science: Implications for Innovation and Management
Author: Dr.ES
Published: February 2024
Topic: Generative AI, scientific discovery, innovation management
This publication examines how generative AI can influence scientific discovery, innovation pipelines, research productivity, and management strategy. It connects technical progress in AI with practical implications for organizations and knowledge work.
The Role of Charging Infrastructure and Incentives on the Adoption of Electrical Vehicles in the United States
Author: Dr.ES
Published: September 2023
Topic: Electric vehicles, infrastructure, incentives, technology adoption
This research explores how charging infrastructure and policy incentives affect electric vehicle adoption in the United States. It highlights the relationship between infrastructure readiness, consumer behavior, and the broader economics of transportation technology.
Blockchain Disruption in Finance: JPMorgan Chase’s Success Story and the Transfer of Quorum to ConsenSys
Author: Dr.ES
Published: June 2023
Topic: Blockchain, finance, JPMorgan Chase, Quorum, ConsenSys
This publication studies blockchain disruption in financial services through JPMorgan Chase’s Quorum initiative and its transfer to ConsenSys. It focuses on enterprise blockchain adoption, strategic handoff, and the implications for financial innovation.
Citation and Contact
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