Undergraduate Thesis             [March 2023 – 19 February 2024]

Khulna University of Engineering & Technology (KUET)

• Thesis Title: Gallbladder Cancer Classification using Parallel Transfer Learning with Multi-model Feature Fusion and LSTM

• Supervisor: Dr. Mostafa Zaman Chowdhury, Professor, Department of Electrical & Electronic Engineering, KUET

• Summary: Developed a hybrid framework combining parallel transfer learning, multi-model feature fusion, and LSTM for gallbladder cancer classification, achieving 99.37% accuracy.

• Thesis Book Link: Google Drive

• Defense Presentation Link: Google Drive

Undergraduate Project [November 2022 – March 2023]

IoT Based Pilot Health Monitoring System

• Developed an IoT-Based Pilot Health Monitoring System using ESP8266 NodeMCU, programmed with Arduino IDE, and sensors like MAX30100, DS18B20, and BMP180, integrated with the Blynk IoT platform to monitor pilot health and aircraft state, enhancing flight safety.

• Project Report Link: Google Drive

• Project Poster Link: Google Drive

MediConnect – A Video Conferencing App for Telemedicine and Healthcare

• Developed a secure video conferencing app for telemedicine as part of the Telemedicine & Health Care Laboratory individual project, utilizing Java, Firebase, and ZEGOCLOUD for effective remote healthcare communication.

• Implemented features like sharing medical images, prescriptions, and real-time chat to support comprehensive virtual medical consultations.

• Project Report Link: Google Drive

VitaSync: A Smart band for Telemedicine Applications

• Remodeled a wearable device for the Telemedicine & Health Care Laboratory group project, integrating sensors to track vital metrics such as heart rate, body temperature, and blood oxygen levels.

• Developed a real-time data transmission system with a mobile app and an alert mechanism to notify users and contacts of health irregularities via email.

• Project Report Link: Google Drive

Brain Tumor Segmentation using MATLAB

• Conducted brain tumor segmentation using morphological operations on grayscale images in MATLAB as part of a Biomedical Image Processing Laboratory individual project.

Sanitary Napkin Vending Machine

• Designed and built an automated Sanitary Napkin Vending Machine using RFID, Arduino Mega, stepper motors, and springs to promote menstrual hygiene through accessible and affordable technology.

• Constructed the project at FabLab KUET for the Intra-University Innovative Idea & Project Competition 2022, securing 2nd Runner-Up.

• Project Video Link: Google Drive

Line Follower Robot

• Designed and built a line follower robot for competition purpose

• Project Demo Video Link: Google Drive