Shafira Aulia Yasmin

GITA-SARPRAS

Digitalisasi Sarana dan Prasarana Sekolah

This website, built with the Laravel framework, offers four pages: main page, web admin page, school admin page, and leader page, allowing users to manage elementary school and junior highschool data. It includes features like database tables for data management and pie chart visualizations for data analysis.

Tools: Laravel, PHP, HTML, CSS, JavaScript, Python.

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SISTERSD

Informasi Terpadu Sarana dan Prasarana Sekolah Dasar

This website, built with the Laravel framework, offers four pages: main page, web admin page, school admin page, and leader page, allowing users to manage elementary school data. It includes features like database tables for data management and pie chart visualizations for data analysis.

Tools: Laravel, PHP, HTML, CSS, JavaScript, Python.

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Live Translation

This AI translation app uses advanced algorithms and machine learning to simplify cross-cultural communication, focusing on translating WAV audio files. It's a valuable tool for travelers, students, and professionals looking to overcome language barriers.

Tools: Python, PyScripts, HTML, CSS, JavaScript, language_tool_python, googletrans.

Book Rent Website

The Book Rental Website is a project designed to assist in organizing book rentals for customers, streamlining the process of finding and renting desired books. With this platform, customers can easily locate the books they wish to rent and proceed to make direct payments to the cashier, eliminating the need for long queues.

Tools: HTML, Next.js, JavaScript, JSON, Firebase.

Cat Breed Image Classification

A tool to accurately identify cat breeds from photos, valuable for pet owners, shelters, and breeders. It helps users confidently determine their cat's breed, supporting informed decisions and a deeper appreciation of cat diversity.

Tools: Python, HTML, CSS, JS, Tensorflow, PyTorch, PyScripts.

Text Document Classification

The Text Document Classification project aims to categorize documents into 10 categories: Business, Entertainment, Food, Graphics, History, Medical, Politics, Space, Sports, and Technologies. The goal is to classify documents using machine learning, particularly the Naive Bayes method.

Python, TensorFlow, Scikit-learn, PyTorch, HTML, CSS, JS.

ComInfo

ComInfo helps computing students at President University access key information about organizations like PUFA and PUMA across Informatics, Information Systems, and Visual Communication Design. It connects students with their teachers and academic events, offering a personalized experience through login/register features, fostering a closer community.

Tools: Java, HTML, Next.js, JavaScript, Firebase.

Harry Potter Film Characters Face Recognition

Using deep learning, particularly CNNs like AlexNet, and image augmentation, the model shows flexibility in overcoming challenges. The project focuses on classification and quality assessment using two deep learning methods. Image augmentation expands the dataset to prevent accuracy drop at epoch 5. Visual tools like the F1, PR, P, R curves, and Confusion Matrix enhance model dynamics. Roboflow further supports its practical application.

Tools: Python, PyTorch, YOLOv5, Roboflow, TensorFlow.

Vehicle Tracking and Speed Estimation

This vehicle tracking and speed estimation tool is designed to efficiently monitor vehicle movements and estimate their speeds in real time. It's ideal for traffic management, road safety analysis, and fleet monitoring, providing accurate and timely data for better decision-making.

Tools: Python, YOLO, TensorFlow.