2026Magazine articleQuantum ML
Quoptuna: Automated Optimization and Governance for Quantum Machine Learning
IEEE Systems, Man, and Cybernetics Magazine, 12(3), pp. 116–121, July 2026.
Publications
Quantum machine learning, AI education, agentic systems, and applied machine learning.
Published articles and proceedings, alongside preprints shared for discussion. Explore the citations below, or visit Google Scholar for the live research profile.
7 published works4 preprints2019–2026
11 works
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Journal & magazine articles
2024Journal articleAI education
Development and evaluation of a modular experiential learning curriculum for promoting AI readiness
Education and Information Technologies, 29(3), pp. 3445–3459, 2024.
First published online 22 June 2023.
Conference papers
2025Conference paperAI education
Integrating Scikit-learn with Langflow: A Low-Code Approach to Machine Learning Education
2025 International Conference on Intelligent & Innovative Practices in Engineering & Management (IIPEM), IEEE, pp. 1–7, 2025.
2025Conference paperQuantum ML
Design and Development of an Open-Source Toolkit for Quantum Machine Learning
2025 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), IEEE, pp. 1–6, 2025.
2025Conference paperExplainable AI
Quoptuna: An Open-Source Framework for Explainable Quantum Machine Learning
2025 Interdisciplinary Conference on Electrics and Computer (INTCEC), IEEE, pp. 1–5, 2025.
2019Conference paperComputer vision
Face Recognition based Surveillance System Using FaceNet and MTCNN on Jetson TX2
2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS), IEEE, pp. 608–613, 2019.
Book chapters
2022Proceedings book chapterIoT
Detecting Anomalies in Power Consumption of an Internet of Things Network Using Statistical Techniques
In Biswajit Mishra, Jimson Mathew, and Priyadarsan Patra (eds.), Artificial Intelligence Driven Circuits and Systems. Lecture Notes in Electrical Engineering, vol. 811, Springer, Singapore, pp. 153–164, 2022.
First published online 15 December 2021.
Preprints
Research manuscripts, listed separately from peer-reviewed publications.
2026PreprintAgent systems
SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks
arXiv, arXiv:2605.28764, 27 May 2026.
2026PreprintMCP
HarnessAPI: A Skill-First Framework for Unified Streaming APIs and MCP Tools
arXiv, arXiv:2605.22733, 21 May 2026.
2024PreprintLLM operations
Harnessing Large Language Models (LLMs) Optimizing Performance, Monitoring, and Compliance
TechRxiv, version 1, 20 December 2024.
2024PreprintAI security
Security Threats in Agentic AI System
arXiv, arXiv:2410.14728, 16 October 2024.