alessandroryo
I’m a fourth-year ICT student at HZ University of Applied Sciences in the Netherlands, originally from Indonesia.
Vlissingen, Netherlands
Pinned Repositories
alessandroryo.github.io
A personal portfolio website showcasing my projects, skills, and experiences. Built with React.js, Tailwind CSS, and Framer Motion to provide a modern and interactive user experience. Visit alessandroryo.com to learn more.
bike-rental-data-analysis
A data analysis project focused on understanding and predicting bike rental patterns. This project utilizes data processing, visualization, and predictive modeling techniques to gain insights into bike rental usage, fulfilling the final submission requirement for Dicoding Indonesia's Data Analysis course.
handwritten-recognizer
Here’s a concise description in English: --- This project, developed by Group 1 for the VOLTA Project in the Netherlands, detects handwritten text and converts it into digital format, structured as tables. Using OCR and deep learning, it focuses on recognizing and digitizing handwritten text.
hz-portfolio-showcase-website
HZ Portfolio Showcase Website is a personal website created to introduce and present a portfolio for the HZ University of Applied Sciences. This project highlights skills, experiences, and projects through a well-designed, responsive interface built with web development technologies. The website serves as an academic and professional showcase.
imageclassifier-ml-cnn-transferlearning-deployment
Image classification project using machine learning, CNN, and transfer learning. Includes model training and deployment examples with TensorFlow Lite (TFLite), TensorFlow SavedModel, and TensorFlow.js (TFJS). This repository provides scripts, models, and deployment guides for easy integration.
indodax-sentiment-analysis
Analyzing user sentiment for the Indodax cryptocurrency trading app using advanced machine learning models. This project explores techniques to categorize user reviews into different sentiment categories, including TF-IDF, Bag of Words, and neural networks.
moonton-movie-streaming
Moonton is a movie streaming platform built with the Laravel framework, designed to provide users with a seamless movie browsing and streaming experience. Featuring secure user authentication, real-time streaming, and a responsive design, Moonton showcases the integration of Laravel, Inertia.js, React, and Tailwind CSS.
password-defender
Password Defender is an interactive game built with Canvas and TypeScript, designed to raise cybersecurity awareness among children. Players learn about online safety while collecting cookies, avoiding threats, and using power-ups like Firewalls, VPNs, and AntiVirus. Complete levels to unlock new skins and themes. Play now at Password Defender.
rock-paper-scissors-classification
A deep learning project using Convolutional Neural Networks (CNNs) built with TensorFlow to classify hand gestures in the game of Rock-Paper-Scissors. This project showcases image processing techniques, data augmentation, and the power of CNNs for visual recognition tasks.
student-dropout-prediction
A machine learning project to predict student dropout risks based on demographic, academic, and socio-economic factors. Includes data preprocessing, feature engineering, model training, and deployment scripts. Designed to help educational institutions identify at-risk students and improve retention rates.
alessandroryo's Repositories
alessandroryo/alessandroryo.github.io
A personal portfolio website showcasing my projects, skills, and experiences. Built with React.js, Tailwind CSS, and Framer Motion to provide a modern and interactive user experience. Visit alessandroryo.com to learn more.
alessandroryo/bike-rental-data-analysis
A data analysis project focused on understanding and predicting bike rental patterns. This project utilizes data processing, visualization, and predictive modeling techniques to gain insights into bike rental usage, fulfilling the final submission requirement for Dicoding Indonesia's Data Analysis course.
alessandroryo/handwritten-recognizer
Here’s a concise description in English: --- This project, developed by Group 1 for the VOLTA Project in the Netherlands, detects handwritten text and converts it into digital format, structured as tables. Using OCR and deep learning, it focuses on recognizing and digitizing handwritten text.
alessandroryo/hz-portfolio-showcase-website
HZ Portfolio Showcase Website is a personal website created to introduce and present a portfolio for the HZ University of Applied Sciences. This project highlights skills, experiences, and projects through a well-designed, responsive interface built with web development technologies. The website serves as an academic and professional showcase.
alessandroryo/imageclassifier-ml-cnn-transferlearning-deployment
Image classification project using machine learning, CNN, and transfer learning. Includes model training and deployment examples with TensorFlow Lite (TFLite), TensorFlow SavedModel, and TensorFlow.js (TFJS). This repository provides scripts, models, and deployment guides for easy integration.
alessandroryo/indodax-sentiment-analysis
Analyzing user sentiment for the Indodax cryptocurrency trading app using advanced machine learning models. This project explores techniques to categorize user reviews into different sentiment categories, including TF-IDF, Bag of Words, and neural networks.
alessandroryo/moonton-movie-streaming
Moonton is a movie streaming platform built with the Laravel framework, designed to provide users with a seamless movie browsing and streaming experience. Featuring secure user authentication, real-time streaming, and a responsive design, Moonton showcases the integration of Laravel, Inertia.js, React, and Tailwind CSS.
alessandroryo/password-defender
Password Defender is an interactive game built with Canvas and TypeScript, designed to raise cybersecurity awareness among children. Players learn about online safety while collecting cookies, avoiding threats, and using power-ups like Firewalls, VPNs, and AntiVirus. Complete levels to unlock new skins and themes. Play now at Password Defender.
alessandroryo/rock-paper-scissors-classification
A deep learning project using Convolutional Neural Networks (CNNs) built with TensorFlow to classify hand gestures in the game of Rock-Paper-Scissors. This project showcases image processing techniques, data augmentation, and the power of CNNs for visual recognition tasks.
alessandroryo/student-dropout-prediction
A machine learning project to predict student dropout risks based on demographic, academic, and socio-economic factors. Includes data preprocessing, feature engineering, model training, and deployment scripts. Designed to help educational institutions identify at-risk students and improve retention rates.
alessandroryo/to-do-list-api
alessandroryo/trivia-game
This project is a single-player true or false trivia game developed using a Java Command Line Application. The game serves as an exercise in implementing six different design patterns: Singleton and Factory (creational patterns), Decorator and Facade (structural patterns), and Command and Observer (behavioral patterns).