π Education
Master of Science in Biomedical Engineering
Bangladesh University of Engineering and Technology (BUET)
June 2022 β April 2025
CGPA: 4.00 / 4.00
Thesis: Automated Denoising and Classification of Lung Sounds Using End-to-End Deep Learning Models - Developed an automated system for analyzing lung health from respiratory sounds, significantly improving pathological sound classification accuracy at both event and recording levels.
Lab: mHealth Research Group
Supervisor: Prof. Taufiq Hasan, Department of BME, BUET
Bachelor of Science in Biomedical Engineering
Bangladesh University of Engineering and Technology (BUET)
Feb 2017 β May 2022
CGPA: 3.91 / 4.00 (Ranked 2nd)
Thesis: A Robust Deep Learning Framework for Real-Time Denoising of Heart Sound - Designed and implemented a deep learning model for real-time cardiac sound denoising, including a novel Signal-to-Noise Ratio Prediction Algorithm.
Lab: mHealth Research Group
Supervisor: Prof. Taufiq Hasan, Department of BME, BUET
π Relevant Graduate Coursework
Translational Neural Engineering (BME 6101)
Deep Learning (EEE 6609)
Computational Proteomics (CSE 6412)
Biophotonics (BME 6103)
Biostatistics (BME 6007)
Hearing and Speech Processing (BME 6105)
π Relevant Undergraduate Coursework
Biomedical Instrumentation and Measurements (BME 303)
Biomedical Signals and Systems (BME 311)
Biomedical Engineering Design I & II (BME 300, BME 350)
Digital Signal Processing (EEE 375)
Random Signals and Processes (EEE 377)
Medical Imaging (BME 403)
Magnetic Resonance Imaging (BME 443)
Bioinformatics (CSE 495)
π» Technical Strengths
Programming: Python (PyTorch, Keras, TensorFlow), C/C++
Design & Simulation: MATLAB, Proteus, ANSYS, SolidWorks, COMSOL Multiphysics
Development: Android Studio, Arduino IDE, Raspberry Pi, AVR Microcontrollers
Others: LaTeX, Microsoft Office Suite
π Skills
Languages: English, Bengali
Interpersonal: Teaching, Public Speaking, Leadership