Hi, I'm Nadun Bandara

Biomedical Engineering Undergraduate specializing in embedded solutions, machine learning, and custom hardware fabrication.

About Me

I am a Biomedical Engineering undergraduate at the Department of Electronics and Telecommunication Engineering, University of Moratuwa, Sri Lanka.

I am focusing on bridging the gap between physiological signal processing and robust hardware realization. My expertise lies in developing embedded solutions that combine machine learning with hands-on fabrication, including custom PCB design and 3D modeling, to create high-accuracy biomedical and assistive devices.

Interest Areas: Biomedical Device Design and Manufacturing, Printed Circuit Board (PCB) Design, Microcontroller Programming, Machine Learning, Deep Learning, Embedded Machine Learning and Human-Computer Interaction.

Profile Picture of Nadun

My Skills

Programming & Machine Learning

Python
C++
MATLAB
Java
PyTorch
TensorFlow
NumPy & Scikit-learn

Hardware & CAD Engineering

Altium Designer & EasyEDA
Solidworks & Fusion 360
Proteus & LTspice
STM32 & ESP32
Raspberry Pi & Arduino
Atmel & PIC

Design & Documentation

Adobe Photoshop & Illustrator
Premiere Pro & After Effects
LaTeX
Markdown

Featured Projects

HemoSense Device Setup

HemoSense

A non-invasive biomedical device for early PPH detection utilizing capacitive sensing and custom machine learning. Features real-time blood volume estimation, local alarms, and IoT telemetry optimized for FDA/CE regulatory pathways.

C++ ESP32 Hardware IoT
Variable Bench Power Supply

Variable Bench Power Supply

A Switch Mode Variable Bench Power Supply (30V, 5A) featuring 80-95% energy efficiency. Implements hardware safety mechanisms and a custom ergonomic enclosure for thermal management.

Hardware Electronics CAD Design
Heart Risk ML Pipeline

Heart Risk Prediction System

A robust machine learning pipeline for predicting heart disease risk. Utilizes Python and Scikit-learn for model evaluation, and features a responsive Flask and Bootstrap web application.

Python Scikit-learn Flask Bootstrap

Get In Touch

I am actively seeking internships, research collaborations, and new opportunities in embedded systems, machine learning, and biomedical device design. Whether you have a project in mind or just want to connect, my inbox is always open!

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