Research & authorship
All Publications
Scholarly research, conference proceedings, books, and long-form contributions across applied AI, enterprise architecture, and digital transformation.
Article read 6,246 times on ResearchGate · 100+ peer-reviewed manuscripts reviewed
- 2026TurboVec: A Case Study in Cost-Efficient Private Retrieval for Enterprise RAG via Codebook-Oblivious Quantization
N Shukla, K Pandey, O Tiwari · arXiv:2607.16973 · 2026
Introduces TurboVec, an open-source index built on TurboQuant — a codebook-oblivious scalar quantizer that needs no corpus-dependent training. On DBpedia embeddings, 4-bit TurboQuant beats trained FAISS Product Quantization on Recall@5 and cuts query latency dramatically, while the codebook-oblivious design lowers membership-inference risk to near-random — cost-efficient, privacy-preserving retrieval for enterprise RAG.
- 2026Quantization-Induced Robustness Collapse in Edge-Deployed Language Models: Security and Governance Frameworks for 6G IoT Ecosystems
2026 2nd Int. Conf. on Emerging and Intelligent Technologies and Systems (EITS) · IEEE · Jun 2026
Examines how quantization can induce robustness collapse in edge-deployed language models, and proposes security and governance frameworks for 6G IoT ecosystems.
- 2026The Novel Framework for Next-Gen Predictive Maintenance of Software-Defined Vehicles
2026 2nd Int. Conf. on Artificial Intelligence Systems (AIS) · IEEE · May 2026
Presents a framework for next-generation predictive maintenance of software-defined vehicles.
- 2026Autonomous ASN Label Compliance Using a Hybrid YOLOV8—Vision-Language Framework and Florence-2
K Pandey, SD Vallamsetti, N Tare · SoutheastCon 2026 · pp. 1–7
Conference paper on autonomous compliance for ASN labeling using a hybrid YOLOv8 vision stack with a vision–language pathway and Florence-2 for robust field-ready inspection.
- 2025The Dynamic Reasoning Trace: Achieving Verifiable Faithfulness through Agentic Self-Correction
IJSRCSE (International Journal of Scientific Research in Computer Science and Engineering) · 2025
Proposes verifiable reasoning traces as first-class computational artifacts — not post-hoc justifications.
- 2025Synthetic Reasoning: Verifiable AI by Modular Program Synthesis
World Journal of Artificial Intelligence and Robotics Research — Vol. 2(5) · September 2025 (submitted Aug 23, 2025; accepted Sep 1; published Sep 7, 2025)
Resolves the LLM faithfulness gap by shifting from text generation to structured executable program synthesis.
- 2025The Convergence of Artificial Intelligence and Low-Code/No-Code Platforms: Evolution, Applications, and Benchmarks
IEEE Access · 2025
Definitive empirical benchmarks across AI-augmented low-code platforms — the reference for enterprise adoption decisions.
- 2025An Architectural Framework for AI-Driven Intelligent Commerce: The Data Nervous System
Jana Nexus: Journal of Computer Science · 2025 · pp. 15–29
Novel quantitative framework for AI integration across financial, retail, and supply chain sectors. Confirms transformative impact via the “Data Nervous System” architecture.
- 2025The Agentic Enterprise: A Strategic Analysis of Advanced Agentic Workflows and Collaborative AI
3rd IEEE Int. Conf. on Foundation and Large Language Models (FLLM) · 2025
Strategic analysis of advanced agentic workflows and collaborative AI patterns for enterprise-scale deployment and governance.
- 2025Principles of Building AI Agents, 1st Edition: The Next Generation Foreword: The Next Generation is Here
ResearchGate · DOI 10.13140/RG.2.2.27011.57120 · 2025
Foreword framing first-edition principles for building AI agents — architecture, lifecycle, and what “next generation” implies for practitioners.
- 2025AI Powered Transformation in the Modern Digital Workplace: Roadmap for the Future of Work and Ethical Consideration
International Journal of Engineering Applied Science and Management · Vol. 6 · 2025
Enterprise roadmap for AI-powered workplace transformation — workforce implications, governance, and ethical adoption at scale.
- 2025AI-Powered Low-Code App Development: A Benchmark Review for 2025 Digital Transformation
ESS Open Archive / Authorea · 2025
Benchmark review of AI-powered low-code platforms specifically for 2025 digital transformation contexts.
- 2024Artificial Intelligence (AI) in Electric Vehicle Ecosystems: Challenges, Opportunities, and Models for Accelerated Adoption
IJEASM — Vol. 5, Issue 12 · 2024 (Paper ID: 2024/IJEASM/8/2024/3658)
Examines factors shaping the EV industry including AI, ML, emerging tech, and regulatory frameworks. Proposes models for accelerated EV adoption.
- 2024The Future of Automotive Industry: AI and Cloud-Driven Digital Transformation in the US Region — A Holistic Examination
IJEASM · 2024
Examines AI/cloud integration in vehicle manufacturing, autonomous driving, predictive maintenance, and Industry 4.0.
- 2025Designing Ethical AI for Development: Challenges and Opportunities in Humanitarian Engineering and Electric Vehicles, Designed for Adventure
TechRxiv · 2025
Reviews AI ethics frameworks and EV integration in disaster management and humanitarian engineering contexts.
- 2025The Intelligent Workplace: AI and Automation Shaping the Future of Digital Workplaces
IJSRCSE — Vol. 13, No. 1 · February 2025
Explores AI-driven digital workplace complexities, job displacement, algorithmic bias, and data privacy impacts.
- 2025Artificial Intelligence and the Evolving Labor Market: A Comprehensive Review and Policy Roadmap
Journal of Computer Science and Technology Studies (JCSTS) · Vol. 7(10) · October 2025
Policy-oriented review of AI’s impact on labor markets — wage dynamics, skill displacement, and augmentation pathways — with a concrete policy roadmap for governments and enterprises.
- 2025Human-AI Collaboration: Task Augmentation and Skill Evolution in the Age of Multimodal LLMs
ResearchGate / ESS Open Archive · 2025
Examines the emergent paradigm of human-AI collaboration across creative industries, software development, and scientific research — beyond job displacement narratives.
- 2024Framework for Next-Generation Predictive Maintenance of Software-Defined Vehicles Using Cloud, Edge Computing and Modern AI
Preprints.org · 2024
Framework for predictive maintenance in software-defined vehicles using cloud, edge computing, and modern AI for fleet-scale reliability.
Books
BOOK
Monograph and field guide — same rigor as the research, written for practitioners and leaders shipping in the real world.
- MonographAmazon
AI-2050: Visions of Future Sustainability
The long arc of advanced intelligence — sustainability, governance, and how societies navigate the decades ahead.
- Enterprise architectureAmazon
Agentic Enterprise Architecture: Structuring Augmentation
How to structure agentic AI inside large organizations — augmentation patterns, guardrails, and delivery at enterprise scale.