Research
Papers
Three first-author papers: one published and two under review.
SmartAir: AIoT-Based Indoor Air Quality and Occupancy-Aware Ventilation System for Good Health and Well-Being
2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chittagong, Bangladesh.
In plain English: a low-cost sensor box that checks room air quality and whether people are in the room, and switches a ventilation fan on only when needed.
Key result: 97.82% and 99.26% occupancy accuracy on two public test sets.
Full Summary →Class-Balanced Margin Classifiers for Long-Tail Fine-Grained Insect Pest Recognition on IP102
29th International Conference on Computer and Information Technology (ICCIT 2026).
In plain English: a computer-vision model that identifies 102 kinds of crop-damaging insects from photos, designed to do better on rare species with few training pictures.
Key result: 79.94% top-1 accuracy and 73.16% macro-F1 on the standard IP102 test split. Reported state-of-the-art, under review.
Full Summary →Measuring the NIST Migration Cost: Standards-Conformant Post-Quantum Hybrid Encryption for IoT Telemetry
29th International Conference on Computer and Information Technology (ICCIT 2026).
In plain English: today's internet encryption could be broken by future quantum computers. This work measures whether tiny, low-power sensor chips can already run the new quantum-resistant standards without new hardware.
Key result: key establishment in 232 ms using 13.2 kB of RAM on the more constrained board.
Full Summary →Also on Google Scholar. Papers under review are described here by title, venue, status and results only.