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<title>Publications | Swapneswar Sundar Ray</title>
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<h1>Research Publications</h1>
<p class="sub">Research contributions focused on Agentic AI, enterprise systems, distributed architectures, API governance, AI reliability, and production-grade software engineering.</p>

<div class="card"><span class="year">2026</span><h2>Governance-Centric AI Framework for Enterprise Production Readiness</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20132637">View Publication</a></div>
<div class="card"><span class="year">2026</span><h2>AI-Based Pull Request Risk Prediction: A Hybrid Governance Framework for Improving Software Delivery Reliability</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20101758">View Publication</a></div>
<div class="card"><span class="year">2026</span><h2>Governance-Centric Cognitive Proxy Architecture for Adaptive Enterprise API Orchestration Using Hybrid AI</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20095159">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>Ensuring Transaction Consistency in AI-Augmented ATM Systems through Hybrid Validation and Mutation-Based Testing</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20046784">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>Adaptive AI-Based Examination System for Integrity, Personalization, and Robust Evaluation</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20032029">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>Adversarial Simulation Framework for Robust Cheque Fraud Detection in Banking Systems</h2><a class="doi" href="https://doi.org/10.5281/zenodo.20016898">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>From User Stories to Production Code: A Controlled Agentic Framework for Reliable Software Generation</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19935975">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>From Monitoring to Control: A Feedback-Driven Autonomous System for API Workflow Reliability</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19870634">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>From Liveness to Intelligence: AI-Assisted Health Scoring for Microservice Reliability</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19830967">View Publication</a></div>
<div class="card"><span class="year">2023</span><h2>Autonomous API Test Generation and Self-Healing Validation Using Agentic AI</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19816955">View Publication</a></div>
<div class="card"><span class="year">2024</span><h2>Reducing Cognitive Load in Multi-Language SDK Generation Using Hybrid AI-Orchestrated Architectures</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19775684">View Publication</a></div>
<div class="card"><span class="year">2024</span><h2>Code-First vs LLM-First Architectures: A Hybrid Approach for Scalable and Reliable AI Systems</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19773159">View Publication</a></div>
<div class="card"><span class="year">2024</span><h2>Autonomous Incident Response Using Generative AI and Agentic Systems in Distributed Enterprise Architectures</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19764975">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>Enterprise Transformation with AI and Gen AI: From Legacy Architecture to Autonomous Systems</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19754455">View Publication</a></div>
<div class="card"><span class="year">2025</span><h2>Autonomous API Sandbox Generation Using Agentic AI</h2><a class="doi" href="https://doi.org/10.5281/zenodo.19753050">View Publication</a></div>

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