As a Biomedical Engineering graduate from Khulna University of Engineering, Khulna, Bangladesh, I was honored with three deans award and technical scholarship for academic excellence and active participation in extracurricular and co-curricular activities. My academic journey culminated in a thesis that focused on developing a hybrid framework combining parallel transfer learning, multi-model feature fusion, and LSTM for gallbladder cancer classification, achieving 99.37% accuracy.
I have honed strong communication and presentation skills through organizing various events, seminars, and workshops. Additionally, I have a proven track record in tutoring science and mathematics students. My technical expertise includes programming in MATLAB, Python (PyTorch, TensorFlow, Keras), and C/C++, along with experience in simulation and design tools such as NI Multisim, Arduino, Simulink, SOLIDWORKS, AutoCAD, and COMSOL Multiphysics. I am also proficient in LaTeX, MS Office (PowerPoint, Word, Excel, Visio), and design software like Adobe Photoshop, Illustrator, and Premiere Pro. Furthermore, in my role as a Student Operator at the Fabrication Lab KUET, I gained hands-on experience assisting with 3D printing, laser cutting, CNC milling, and helping students bring their ideas to life.
Beyond academics, I held leadership roles in student organizations like the Advanced Bioengineering Club (ABC-KUET) as President and Spectrum – Professional Skill Development Club of KUET as Head of Human Resources. My project experience spans brain tumor segmentation using MATLAB, telemedicine applications such as MediConnect, a secure video conferencing app for remote healthcare, and the development of a smart band, VitaSync, for tracking vital metrics in telemedicine. I also worked on designing an automated sanitary napkin vending machine to promote menstrual hygiene, securing 2nd Runner-Up in the Intra-University Innovative Idea & Project Competition 2022.
My goal is to apply my engineering knowledge to contribute to the healthcare sector and make a noticeable impact in the lives of others by utilizing my talents of problem-solving, creativity, and determination. Currently, I am looking for M.Sc./PhD opportunities.
My research interests include:
AI-based Applications in Medical Imaging; Biomedical Signal and Image Processing; Deep Learning; Computer Vision; Disease & Cancer Diagnostic; Domain Adaptation, Federated Learning; LLM; Bioinformatics
Latest News
September 07, 2025: Secured acceptance for my research paper as 2nd author, "TransfusionNet: Framework for Cervical Cancer Detection using Deep Learning with Multi-level Fusion," in the prestigious Q1 journal Results in Engineering (Elsevier), which has a CiteScore of 7.3 and an Impact Factor of 7.9.
June 22, 2025: Presented poster on my research regarding “Exploring Gene Network Interactions and Pathways in Three Cancers: Identifying Potential Therapeutic Targets and Drug Candidates,” at the 1st National Conference of Research, Industry and Collaboration in Biomedical Engineering, organized by the Department of Biomedical Engineering, Jashore University of Science & Technology, Jashore, Bangladesh.
June 02, 2025: Joined as a Researcher at the Bio-Neural Intelligence and Research Advancement Lab, KUET, Khulna, Bangladesh.
Oct 01, 2024: Joined as a Research Assistant (Intern) at Ulster University, Londonderry, Northern Ireland, UK, under the supervision of Prof. Nazmul Siddque.