IDA BAGUS BAYU ADNYANA
AI Student / Aspiring Machine Learning Engineer and Web Developer
Get To Know Me
Hello! I’m Bayu, a computer science student currently in my third year at BINUS University, focusing in Intelligent Systems. I have a deep interest in exploring how technology can solve real-world problems, and I’m especially excited about web development and AI applications.
Right now, I’m focused on turning my academic foundation into practical skills by building projects that combine creativity with functionality. I enjoy experimenting with modern tools and frameworks, learning how to make applications that are not only effective but also engaging for users.
I’m also excited to be entering my first internship this year, where I hope to gain hands-on experience, grow as a developer, and contribute to impactful projects.
This portfolio is a reflection of my journey so far, and a step toward reaching those goals.


My Projects
LearnSphere
LearnSphere is a "learn-to-earn" decentralized application (dApp) designed to make education in Web3 accessible, engaging, and rewarding. It transforms the complex world of blockchain, the Internet Computer Protocol (ICP), and AI agents into a gamified adventure where users complete quests, earn rewards, and level up their skills.
Image Classifier
I developed a deep learning model using CNNs to classify brain tumors from MRI images. The process involved dataset preprocessing (normalization and augmentation), model training, and evaluation with accuracy and F1-score. The model performed well in distinguishing between different tumor types and healthy scans, highlighting the potential of AI in medical imaging.
CAteriNgz
This is my first web application, built as a responsive catering services site. Users can browse menu items, view customer testimonials, and access company info and contact details. The project demonstrates my skills in web layout, user interface design, and integrating product listings in an attractive, user-friendly site.
Technologies I Work With













