Publications

ROOMIQ: An Intelligent Hybrid Edge-Cloud Architecture for IoT-Enabled Energy Conservation in Educational Spaces

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Selected for publication | SACST 2026

Conference Paper IoT & Edge AI Publication Confirmed

Authors: Yug Agarwal & Meena Kumari

Edited volume: Science, Technology and Society: Global Perspectives to Sustainable Development
ISBN: 978-81-990503-9-6

View key findings
  • Proposes a hybrid edge-cloud architecture running INT8-quantized YOLOv8n (nano) models at 9-11 FPS on resource-constrained Raspberry Pi 4B hardware.
  • Introduces a dual-mode deployment paradigm supporting both "Privacy-First" (on-device inference only) and "Security-Integrated" configurations.
  • Implements spatial smart zoning logic, yielding a measured 31% energy reduction over PIR systems and 44% over schedule-only automation.

BillGaurd: A Structured Review of Intelligent Financial Document Verification

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Accepted for presentation | ICIRSET'26

Research Paper AI Document Forensics Accepted for Presentation

Authors: Upasana Pandey, Meena Kumari, Ruchi Garg, Pratyksha Goel & Yug Agarwal

Conference: 2nd International Conference on Interdisciplinary Research in Science, Engineering and Technology (ICIRSET'26)
Paper ID: ICIRSET-292

View key findings
  • Reviews intelligent financial document verification across OCR, forensic detection, validation, and cause-aware analysis.
  • Establishes a taxonomy that separates document extraction, forensic detection, and cause attribution.
  • Accepted for presentation at ICIRSET'26, with publication eligibility subject to registration and conference formalities.