1 citations · 1 across the 20 of their papers we have counts for
22 papers
BaseCamp --- An Agentic AI Framework for Automating DNA Sequencing Data Pipelines
Eranga Bandara, Xueping Liang, Asanga Gunaratna +19
DNA sequencing pipelines, spanning quality control, alignment, variant calling, and annotation, are now reliably executed by workflow management systems that orchestrate establishe…
Cyber Dynamics I: Finite Macrostates for Behavioral Anomaly Detection in Network Telemetry
Abdul Rahman, Eranga Bandara, Sachin Shetty
Entropy-based methods have long been used for network anomaly detection, but most existing approaches treat entropy as a scalar statistic on narrow observables rather than as part…
Quantifying Bitcoin Network Resilience Through Critical Scenario Discovery: A Dual-Layer Framework for Discovering Contentious Fork Conditions in Decentralized Consensus
Peter Foytik, Sachin Shetty, Ross Gore +1
Bitcoin's consensus depends not only on protocol rules but on the emergent behavior of a heterogeneous network of nodes with divergent economic stakes. Whether a contentious soft f…
Human-AI Agent Interaction as a Neuroplastic Training Environment
Eranga Bandara, Ross Gore, Asanga Gunaratna +17
Interaction with AI agents has become one of the most frequent activities of everyday digital life. Whether conversing with an assistant, working with a coding copilot, or generati…
Towards an Agent-First Web: Redesigning the Web for AI Agents
Eranga Bandara, Ross Gore, Ravi Mukkamala +18
The World Wide Web was built on an assumption held for three decades: the primary consumer of web content is a human being. This permeates every layer; its access model presumes hu…
MindGap: A Conversational AI Framework for Upstream Neuroplastic Intervention in Post-Traumatic Stress Disorder
Eranga Bandara, Ross Gore, Asanga Gunaratna +16
Post-Traumatic Stress Disorder (PTSD) is fundamentally a neuroplastic problem traumatic contact events encode over-reactive neural pathways through Hebbian long-term potentiation,…
Think Before You Act -- A Neurocognitive Governance Model for Autonomous AI Agents
Eranga Bandara, Ross Gore, Asanga Gunaratna +12
The rapid deployment of autonomous AI agents across enterprise, healthcare, and safety-critical environments has created a fundamental governance gap. Existing approaches, runtime…
Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support
Eranga Bandara, Asanga Gunaratna, Ross Gore +9
Privacy represents one of the most critical yet underaddressed barriers to AI adoption in mental healthcare -- particularly in high-sensitivity operational environments such as mil…
Flowr -- Scaling Up Retail Supply Chain Operations Through Agentic AI in Large Scale Supermarket Chains
Eranga Bandara, Ross Gore, Sachin Shetty +15
Retail supply chain operations in supermarket chains involve continuous, high-volume manual workflows spanning demand forecasting, procurement, supplier coordination, and inventory…
AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments
Eranga Bandara, Asanga Gunaratna, Ross Gore +11
The accelerating adoption of large language models, retrieval-augmented generation pipelines, and multi-agent AI workflows has created a structural governance crisis. Organizations…
Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments
Atmaram Yarlagadda, Eranga Bandara, Ross Gore +8
Modern military operations expose soldiers to sustained psychological stress, leading to acute reactions, post-traumatic stress symptoms, and other mental health issues. Although t…
An Agentic AI Control Plane for 6G Network Slice Orchestration, Monitoring, and Trading
Eranga Bandara, Ross Gore, Sachin Shetty +9
6G networks are expected to be AI-native, intent-driven, and economically programmable, requiring fundamentally new approaches to network slice orchestration. Existing slicing fram…
A Practical Guide to Agentic AI Transition in Organizations
Eranga Bandara, Ross Gore, Sachin Shetty +14
Agentic AI represents a significant shift in how intelligence is applied within organizations, moving beyond AI-assisted tools toward autonomous systems capable of reasoning, decis…
Towards Responsible and Explainable AI Agents with Consensus-Driven Reasoning
Eranga Bandara, Tharaka Hewa, Ross Gore +12
Agentic AI represents a major shift in how autonomous systems reason, plan, and execute multi-step tasks through the coordination of Large Language Models (LLMs), Vision Language M…
A Practical Guide for Designing, Developing, and Deploying Production-Grade Agentic AI Workflows
Eranga Bandara, Ross Gore, Peter Foytik +11
Agentic AI marks a major shift in how autonomous systems reason, plan, and execute multi-step tasks. Unlike traditional single model prompting, agentic workflows integrate multiple…
ASTRIDE: A Security Threat Modeling Platform for Agentic-AI Applications
Eranga Bandara, Amin Hass, Ross Gore +8
AI agent-based systems are becoming increasingly integral to modern software architectures, enabling autonomous decision-making, dynamic task execution, and multimodal interactions…
SRE-Llama -- Fine-Tuned Meta's Llama LLM, Federated Learning, Blockchain and NFT Enabled Site Reliability Engineering(SRE) Platform for Communication and Networking Software Services
Eranga Bandara, Safdar H. Bouk, Sachin Shetty +7
Software services are crucial for reliable communication and networking; therefore, Site Reliability Engineering (SRE) is important to ensure these systems stay reliable and perfor…
Standardization of Psychiatric Diagnoses -- Role of Fine-tuned LLM Consortium and OpenAI-gpt-oss Reasoning LLM Enabled Decision Support System
Eranga Bandara, Ross Gore, Atmaram Yarlagadda +4
The diagnosis of most mental disorders, including psychiatric evaluations, primarily depends on dialogues between psychiatrists and patients. This subjective process can lead to va…
Agentsway -- Software Development Methodology for AI Agents-based Teams
Eranga Bandara, Ross Gore, Xueping Liang +12
The emergence of Agentic AI is fundamentally transforming how software is designed, developed, and maintained. Traditional software development methodologies such as Agile, Kanban,…
Model Context Contracts - MCP-Enabled Framework to Integrate LLMs With Blockchain Smart Contracts
Eranga Bandara, Sachin Shetty, Ravi Mukkamala +9
In recent years, blockchain has experienced widespread adoption across various industries, becoming integral to numerous enterprise applications. Concurrently, the rise of generati…
Standardization of Neuromuscular Reflex Analysis -- Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System
Eranga Bandara, Ross Gore, Sachin Shetty +9
Accurate assessment of neuromuscular reflexes, such as the H-reflex, plays a critical role in sports science, rehabilitation, and clinical neurology. Traditional analysis of H-refl…
Proof-of-TBI -- Fine-Tuned Vision Language Model Consortium and OpenAI-o3 Reasoning LLM-Based Medical Diagnosis Support System for Mild Traumatic Brain Injury (TBI) Prediction
Ross Gore, Eranga Bandara, Sachin Shetty +10
Mild Traumatic Brain Injury (TBI) detection presents significant challenges due to the subtle and often ambiguous presentation of symptoms in medical imaging, making accurate diagn…