AI & ML
2024
Bali Tourism Board
InsightHub - AI-Powered Analytics Platform
A data analytics platform with machine learning for Bali tourism trend prediction.
PythonTensorFlowApache SparkSnowflakeTableauFastAPIDockerKubernetes
About the Project
Bali Tourism Board needed an analytics platform that could integrate data from various sources — hotel occupancy, flight data, social media sentiment, to weather patterns — to predict tourism trends and help stakeholders make strategic decisions.
Our Approach
We built an end-to-end data analytics platform with machine learning capabilities for predictive analytics. The platform uses a data pipeline that can process data from 20+ different sources, with a real-time dashboard displaying key metrics and AI-generated insights. Key features include tourism demand forecasting and sentiment analysis from review platforms.
Results
- Demand prediction accuracy of 89%
- 25% marketing budget savings through targeted campaigns
- Data integration from 20+ sources in a single dashboard
- Used by 100+ Bali tourism stakeholders
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