Prediction of Diabetes Web Application
- The web app aided medical staff in diagnosing diabetes in female patients, presenting results as percentages alongside facial emoji expressions. Patient data sourced from Kaggle underwent data mining in Python.
Predicting of Heart disease Web Application
- Utilized Python for data mining patient data from Kaggle to build a web application aiding medical staff in heart disease diagnosis. The application displayed prediction results as clear percentage values, providing immediate insights for medical assessment.
UI/UX Design for K-Pop E-commerce Application
- Designed and prototyped a K-Pop album and merchandise e-commerce application using Figma, including interactive prototypes to visualize user flows and journeys.
Web Application For Laptops Recommendation
- The special problem project involved developing a web application for laptop recommendation, aiming to suggest efficient and suitable laptops for users. Utilizing data processing and a rule-based expert system, the application analyzed the specifications of each laptop. Users provided basic information, and the system then recommended the most suitable laptops.
Suicide Detector Web Application
- Developed an NLP-based Suicide Detector web application. The project involved gathering data from Kaggle and performing web crawling to identify messages containing suicidal references, visualizing sentence-level word analysis through a WordCloud.
“What Do You Want To Watch Today?” LINE Chatbot Application
- A chatbot capable of providing movie recommendations to users based on their preferences for genre, language, and release year. Implemented functionality to retrieve and present movie details.