Hi. this is our repository for our project in capstone project Bangkit 2023 Batch 1. Our team consist of 6 people from Machine Learning Path, Mobile Development Path and Cloud Computing Path.
All of the project management we take a place with Github repository, to distinguish each path we create a different repository.
| Nama | Bangkit ID | Path |
|---|---|---|
| Rival Haikal Hafizh | M257DSX0022 | Machine Learning |
| Nur Muhammad Himawan | M207DSX2498 | Machine Learning |
| Muhammad Mufid Utomo | C360DSX1636 | Cloud Computing |
| Adiyatma Pratama Wibisono | C360DKX4395 | Cloud Computing |
| Rizaldo Setiawan | A065DSX1707 | Mobile Development |
| Muhammad Rizki Andika | A360DSX1248 | Mobile Development |
In this project, we create machine learning that is used to provide itinerary planning and find local tour guides based on recommendation systems and then we also provide some decisions for the results by showing the accuracy of the predictions.
We created the UI and overall application flow, designing the API response with the CC team to ensure we can parallel work while waiting for the deployed API. We utilize MVVM architecture patterns across the app with Dagger/Hilt to handle dependencies.
Cloud Computing: We implemented API endpoints for the MD team in a Flask server and integrated it with a machine learning model made by the ML team. Then, we deployed the server and the database which uses MySQL to Google Cloud.
- TensorFlow
- Scikit-Learn
- Kotlin
- Retrofit
- Flask
- MySQL