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Hello, I'm

Bahasuru
Nayanakantha

I am a

ML Researcher Web Developer AI/ML Engineer App Developer ML Researcher

"The best way to predict the future is to invent it." – Alan Kay

Welcome to my portfolio

I'm Bahasuru Nayanakantha, a dedicated Computer Engineering undergraduate with a strong focus on AI, software development, electronics, and problem-solving.

Explore my journey, technical expertise, and the projects that reflect my commitment to excellence.

AI / ML Software Dev Electronics Problem Solving

Qualifications

Experience

As a Computer Engineering undergraduate, I have actively applied my technical knowledge through hands-on projects involving software development, embedded systems, and network configuration. I excel at troubleshooting complex systems, optimizing performance, and building cross-platform solutions.


Education

Currently pursuing a Bachelor's degree in Computer Engineering at General Sir John Kotelawala Defence University. My academic journey is a continuous exploration of high-performance computing, circuit design, and algorithmic optimization, aimed at solving real-world challenges through technology.


Certifications

  • Certificate course in Professional English
  • Certificate course in Computer Hardware Basics
  • Certificate course in Introduction to Cybersecurity
  • Certificate course in Introduction to HTML
  • Certificate course in CCNA: Introduction to Networks
  • Certificate course in Java (Basic)
  • Certificate course in Introduction to IoT


Project

FEATURE PROJECT

Advanced Audio Denoising System

An advanced audio denoising system leveraging Convolutional Neural Networks (CNNs) with U-Net architecture and a ResNet101 backbone. This deep learning-powered solution transforms noisy audio into clear, intelligible sound by intelligently separating voice signals from background noise.


Learn more


Technical Skills

Python (ML & AI) 85%
Web Development (HTML/CSS/JS) 82%
Java & C++ 78%
Embedded Systems (C/Arduino) 75%
React & Node.js 80%
SQL & Databases 77%
Data Analysis (Pandas/NumPy) 84%
Technical Skills

Areas of Expertise

Machine Learning

Developing predictive models and deep learning architectures for complex data problems.

Web Development

Building responsive, modern, and high-performance web applications.

Embedded Systems

Designing hardware-software interfaces and IoT solutions.


Quick Facts

Quick Facts

My research interests focus on Artificial Intelligence and Machine Learning, particularly Natural Language Processing (NLP), computer vision, deep learning, and AI-based human motion analysis. I am especially interested in developing practical, lightweight, and explainable AI solutions for real-world applications.

Yes, I am open to exciting freelance opportunities in web development, app development, and machine learning projects. Feel free to contact me via LinkedIn or GitHub.

My preferred tech stack includes Python, React.js, Next.js, FastAPI, Node.js, and SQL and MongoDB for databases. For AI/ML development, I primarily work with TensorFlow, Scikit-learn, Pandas, and NumPy.

I believe in breaking down complex issues into manageable components, extensively researching best practices, and building robust, scalable solutions from the ground up.

Yes! I regularly share my projects and scripts on GitHub. I'm always looking for opportunities to collaborate with other developers in the open-source community.



Countdown to my Graduation

2027
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