Author

Gina Purnama Insany

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Implementation of XGBoost and Random Forest for Coffee Raw Material Demand Prediction in E-Commerce

A marketplace-driven forecasting pipeline is developed that compares predictive models, applies temporal feature engineering, and deploys a decision-support prototype for raw material planning and was deployed in a Streamlit application to support production planning and inventory management.

Maximillian Huang, Gina Purnama Insany, Anggun Fergina · bit-Tech · 0 citations

Open access Aug 2026

LSTM-Based Forecasting Model for Carrot Price Prediction Across Indonesian Provinces

Price volatility in food markets poses a significant challenge for Indonesia due to its impact on food security, inflation stability, and economic well-being. Carrots, as a horticultural commodity, are particularly vulnerable to price fluctuations because of their perishable nature, dependence on seasonal harvests, and...

Ujang Herlan, Alun Sujjada, Gina Purnama Insany · bit-Tech · 0 citations