• Ph D in Electrical and Computer Engineering, University of Missouri (2024)
• MS in Electrical Engineering, University of Missouri (2021)
• BS in Electronics and Communication Engineering, Khulna University of Engineering & Technology (2014)

• Design of an Electronic Interface for Single-Photon Avalanche Diodes Sensors 24 17 (2024), Salvatore A. Pullano, Giuseppe Oliva, Twisha Titirsha, Md Maruf H. Shuvo, Syed K. Islam, Lagan\`a, Filippo, Antonio La Gatta, Antonino S. Fiorillo.
• Enhancing Personalization and Mitigating Inter-Patient Variability in Continuous Blood Glucose Prediction Using Multi-Task Deep LSTMs (2024), Md Maruf H. Shuvo, Twisha Titirsha, KSM T. Hossain, Guido L. Gonzalez, Syed K. Islam.
• Enhancing Personalized Blood Glucose Prediction: Deep Learning Insights From Ablation Study on Wearable Sensor Data IEEE Access 12 (2024), Md Maruf H. Shuvo, Twisha Titirsha, Guido Lastra Gonzalez, Syed Kamrul Islam.
• Hill Climbing for Efficient Spiking Neural Network Acceleration on Neuromorphic Chips (2024), Twisha Titirsha, Md Maruf H. Shuvo, Shahrin Akter, Syed K. Islam.
• Long-Term Predictive Analytics of Continuous Glucose Sensing for Enhanced Glycemic Control (2024), Md Maruf H. Shuvo, Twisha Titirsha, Giuseppe Oliva, Salvatore A. Pullano, Syed K. Islam.
• Physics-based modeling of surface potential and leakage current for vertical Ga2O3 FinFET Journal of Applied Physics 135 2 (2024), Twisha Titirsha, Md Maruf H. Shuvo, John Gahl, Syed K. Islam.
• Reliability Analysis of Phase Change Memory-Based Neuromorphic Circuits (2024), Twisha Titirsha, Md Maruf H. Shuvo, Syed K. Islam.
• Deep Multitask Learning by Stacked Long Short-Term Memory for Predicting Personalized Blood Glucose Concentration IEEE Journal of Biomedical and Health Informatics 27 3 (2023), Md Maruf H. Shuvo, Syed K. Islam.
• Efficient Acceleration of Deep Learning Inference on Resource-Constrained Edge Devices: A Review Proceedings of the IEEE 111 1 (2023), Md Maruf H. Shuvo, Syed K. Islam, Jianlin Cheng, Bashir I. Morshed.
• Edge AI: Leveraging the Full Potential of Deep Learning Springer (2022), Md Maruf H. Shuvo.
• Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection Journal of Signal Processing Systems (2022), Omiya Hassan, Tanmoy Paul, Md Maruf H. Shuvo, Dilruba Parvin, Rushil Thakker, Mengrui Chen, Abu S. Mosa, Syed K. Islam.
• Machine Learning Embedded Smartphone Application for Early-Stage Diabetes Risk Assessment (2022), Md Maruf H. Shuvo, Nafis Ahmed, Humayera Islam, Khuder Alaboud, Jianlin Cheng, Abu S. Mosa, Syed K. Islam.
• Multi-focus Image Fusion for Confocal Microscopy Using U-Net Regression Map (2021), Md Maruf H. Shuvo, Yasmin M. Kassim, Filiz Bunyak, Olga V. Glinskii, Leike Xie, Vladislav V. Glinsky, Virginia H. Huxley, Mahesh M. Thakkar, Kannappan Palaniappan.
• A Hybrid Approach for Human Activity Recognition with Support Vector Machine and 1D Convolutional Neural Network (2020), Md Maruf H. Shuvo, Nafis Ahmed, Koundinya Nouduri, Kannappan Palaniappan.

• Two-Dimensional Analytical Modeling of Surface Potential of a Double-Gate Vertical Fin-Shaped Ga2O3 Power Transistor (2023), Volume Buffalo, NY, Twisha Titirsha, Md Maruf Hossain Shuvo, Md Maruf Hossain, Syed Kamrul Islam.
• Enhancing Single Photon Detection: An Optimized Electronic Interface for Avalanche Diode (2023), Volume Chicago, IL, Salvatore A. Pullano, Giuseppe Oliva, Twisha Titirsha, Md Maruf Hossain Shuvo, Syed Kamrul Islam, Antonio La Gatta, Antonino S. Fiorillo.
• Predictive Modeling of Blood Glucose Dynamics in Type-I Diabetes for Next-Generation AI-Enabled Wearable Medical Devices (2023), Volume Connecticut, Md Maruf Hossain Shuvo, Md Maruf Hossain, Omiya Hassan, Syed Kamrul Islam.

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