So, what's this?
Goedang is an inventory price prediction system developed as a Bangkit Academy capstone project.
This project focuses on forecasting 7-day sales and price trends to support better inventory planning and business decision-making.
The system leverages a deep learning time-series model and exposes predictions through a backend API, enabling integration with inventory management systems.
Key Features
- 7-day sales and price trend forecasting using LSTM
- Robust data preprocessing pipeline (missing data handling & normalization)
- Optimized training and inference performance
- Backend API for serving model predictions
- Designed for inventory planning and decision support
Technologies used in this project
- Python
- TensorFlow
- LSTM (Deep Learning)
- Flask
- REST API
Notes
This project emphasizes applied machine learning, end-to-end pipeline design, and real-world business use cases for inventory management.