Challenge
The client had an existing data center infrastructure in place for tracking COVID-19 cases, however, it needed additional support to analyze the big volume of data that would enable the government to take effective measures to curb the virus’s spread.
The Solution
Intelligent Data Platform: Built a big data platform to strengthen the existing infrastructure for the monitoring and containment of COVID-19 as well as future health crises.
AI Use Cases:
- Developed the following use cases on top of the big data platform.
- Prediction of Length of Stay (LOS) of COVID-19 patients in hospitals
- Identification of individuals at risk of COVID-19, and hotspot locations
Workforce Upskilling in AI and Big Data: Provided specialized training in Data Science, Data Engineering, and Cloud to develop in-house capacity to implement AI use cases in the future.
Services:
- Data Engineering
- AI/ML Modeling
- API Integration
- Web Interface (Dashboard)
Technologies Used
Flask
Power BI
Docker
GCP Big Query
GCP Data Flow
GCP Compute Engine
Google Vertex AI
Google Cloud Run
Google Cloud Storage
Impact by the NUMBERS
Improved
resource management in health organizations
Reduced
overall risk of COVID-19 spread
Effective
policy-making for crowd management
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