Projects

Automated Classification of Harmful Brain Activity Using EEG with Deep Learning

Python · Deep Learning · PyTorch

Developed an architecture capable of accurately classifying abnormal brain activity in EEG data using the HMS — Harmful Brain Activity Classification Dataset from Harvard Medical School.

Instructor: Dr. Mohammad Ariful Haque, Professor, EEE, BUET — Deep Learning Course

Speaker Recognition Using Deep Learning in MATLAB

Python · CNN · Deep Learning · TensorFlow

Developed a model capable of accurately predicting an individual's identity based on their voice. Trained using a comprehensive range of fundamental audio features.

Instructor: Dr. S. M. Mahbubur Rahman, Professor, EEE, BUET — Digital Signal Processing Lab; Group Project

A Basic Mechanical Braille Cell Using FPGA

System Verilog · FPGA

Used an FPGA board with a PS2 port to receive keyboard input, converting scan codes to ASCII codes to control servo motors for Braille cell output.

Instructor: Nafis Sadik, Lecturer, EEE, BUET — Digital Electronics Lab; Group Project

Automatic Door and Window Monitoring System for Smart Home

Arduino · Digital Logic · Magnetic Sensor

Built a sensor-based system to detect open/closed states of doors and windows. Data is transmitted wirelessly to a central server, with a dedicated mobile app for real-time monitoring and unauthorized access alerts.

Instructor: Dr. Celia Shahnaz, Professor, EEE, BUET — Robotics and Automation Lab; Group Project

Self-Balancing Robot

Arduino · PID Control · Feedback Systems

Developed a robust mechanical framework with essential electronic elements for stability and control. Movement is precisely controlled using pulse-driven stepper motors without feedback loops.

Instructor: Safin Bin Hamid, Lecturer, EEE, BUET — Control System Lab; Group Project

Wirelessly Controlled 6 Degree of Freedom Robotic Arm

Arduino · PID Control · Wireless Communication

Developed a wirelessly controlled robotic arm system using Arduino with PID control for precise motion across 6 degrees of freedom.

Instructor: Dr. Md. Farhad Hossain, Professor, EEE, BUET — Communication System Lab; Group Project