Building data driven solutions for COVID 19 Contact Tracing & Vaccine Management
summary
Built an AWS platform with Salesforce integration and Tableau dashboards that supports a 58‑county contact tracing program and vaccine allocation, handling 48 million administered doses and 26 million residents with at least one dose (~80% adults). Features include a virtual call center for interview/contact workflows (target: interview within 24 hours), provider‑level dashboards (Kaiser/CVS/Walgreens), a dynamic allocation model, vaccine forecast models (70% milestone hit June 15), network graph mapping of transmission, data suppression (<11) and geolocation jittering for privacy.
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chapters (13)
- 0:00Introduction and speakers
- 1:27Contact tracing mission and challenges
- 8:06Reporting and analytics for contact tracing
- 13:26Vaccine management overview
- 16:37Vaccine allocation and distribution
- 20:50Vaccine administration and equity
- 23:36Health equity and community impact
- 27:53Human impact and project outcomes
- 30:41Challenges with protected health data
- 33:36Contact tracing apps and collaboration
- 34:41Most rewarding part of the project
- 36:50Building trust with domain experts
- 39:57Q&A and closing remarks
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