The AI Projects Repository is a comprehensive collection of simple AI and ML projects that cover a wide range of domains. It includes implementations of machine learning techniques, big data processing, computer vision, NLP, and reinforcement learning. The repository showcases projects implemented with popular tools like TensorFlow, Keras, Scikit-learn, OpenCV, Apache Spark, and Hadoop.

he current vote tallying system, SiRekap, has faced many criticisms for being inaccurate and unreliable. SiRekap often has OCR errors and logical flaws causing people to lose trust in the transparency of the election process. Knowing these concerns, we initiated BiRekap where we aim to make a more reliable and accurate ballot counting using advanced AI and Computer Vision. Through BiRekap, we hope we can rebuild people’s trust in the system and transparency of the election.

SignoAI is a machine learning model built to recognize and classify sign language hand gestures from images or video in real time. It leverages MediaPipe for hand landmark detection and a fully connected neural network for gesture classification. This project aims to make communication more accessible for individuals with hearing impairments by translating gestures into text or speech. The project also lays out steps for future enhancements, including multi-language support and mobile integration.

The CDNN Skin Cancer Detection Model is a deep learning solution designed to classify skin lesions from dermoscopic images. Developed using TensorFlow/Keras and tested on the HAM1000 dataset, the model implements techniques for handling imbalanced data and focuses on high accuracy. It explores different CNN architectures like ResNet, EfficientNet, and GoogleNet to optimize real-world performance in skin cancer detection.

SLCatering is a web application developed to streamline catering services for the internal operations of SLC. It features a modern Svelte frontend with a robust Django backend, including real-time order tracking via WebSockets, user authentication, and seamless payment integration using the Duitku gateway. Deployed on a VPS with CI/CD pipelines, the project emphasizes responsive design and efficient order management for both customers and admins.

tokoNJedia is a clone of Tokopedia, fully-functional e-commerce website built with Laravel 8, incorporating essential features like user authentication, cart and order management, location-based shipping, real-time chat, and more. The project served as a hands-on learning experience for Laravel Core Training.

faREbook is a social media platform inspired by Facebook, built using Golang for the backend and Vite for the frontend. The platform supports key social networking features like authentication, real-time chat, and friend management. The system is designed for scalability and performance, leveraging Redis and JWT for efficient data handling.

Tidyup! is a simple, web-based event scheduler and reminder application with built-in event types and emojis. It combines event scheduling with social media elements, allowing users to add friends' birthdays to their calendar. Email notifications are sent to remind users about their events. Although not customizable per user, Tidyup! offers ease of use with a focus on server-side data handling, ensuring data integrity and security.

Monster FunTer is a simple clone of Monster Hunter, developed as a third-person action-adventure game. Players engage in hunting monsters, navigating procedurally generated mazes, and completing missions. The game includes real-time combat, NPC interaction, and character skill development. It was created for Game TPA at SLC over a 2-week period.

Trashare is the first educational waste management app in Indonesia, designed to connect users with companies that benefit from sorted trash. The app encourages users to manage their waste responsibly and rewards them for sorting trash. It provides information, allows waste pick-ups, and offers a streamlined process for users to participate in a more sustainable lifestyle.

GoTrash is an innovative IoT-based smart waste management system designed to promote efficient trash sorting and recycling. The system integrates an Arduino microcontroller, servo motors, Bluetooth Low Energy (BLE), and a camera to automatically detect and classify waste into appropriate categories. This intelligent sorting mechanism ensures accurate disposal, making waste management more sustainable and eco-friendly.

HireVerse is a decentralized hiring platform that allows users to create and apply for job listings. It is built on the Internet Computer and uses the Motoko programming language. The platform is designed to be decentralized, secure, and scalable. It is also designed to be easy to use and accessible to everyone.