Research
Papers, experiments, algorithms.
The questions that will not fit inside a ticket, measured instead of argued about: five papers, a thesis, and the experiments that never became products.
Open questions here
- 05How should humans and autonomous systems share control?
The work
Some of these belong to another domain first, but a real part of them lives here.
Papers
- 2024Segmentation and Classification of Skin Lesions Using Ensemble of Convolutional Neural NetworksIEEE COMPAS 2024 · First authorAn ensemble of convolutional neural networks for segmenting skin lesions and classifying them, combining segmentation-guided cropping with multiple classifier backbones to improve robustness on dermoscopic images. The work forms the basis of my M.Sc thesis at KUET.
- 2024PCF-SPR Sensor for Carbonated Drinks Detection Using Random ForestIEEE STI 2024 · Co-authorA photonic crystal fibre surface-plasmon-resonance sensor that tells carbonated drinks apart, designed with finite element analysis and tuned with a Random Forest model that predicts its sensitivity, cutting the optimisation cost by 93% against traditional methods. Peak sensitivity reaches 22,000 nm/RIU.
- 2023Auto Signal Generate in Curvy Roads Using Object DetectionIEEE ICIDeA 2023 · Second authorA vision-based system that detects oncoming vehicles on blind curves and automatically triggers warning signals, aimed at reducing collisions on hilly and rural roads.
- 2023Revolutionizing Air Pollution Detection with PCF-SPR Refractive Index SensorICICT4SD 2023 · Co-authorA photonic crystal fibre surface-plasmon-resonance sensor design for detecting air pollutants through refractive-index shifts, with simulated sensitivity analysis.
- 2017An Android App for University Management SystemIOSR-JMCA 2017 · First authorAn Android application giving students and faculty mobile access to university records, results, and notices, backed by a central server with role-based access.