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Center for Translational Data Science

Develop translational data science.

GSoC Participation History

Technologies

Topics

Past Projects

Towards a Data Commons Operations Center with Observability and Monitoring

This project develops an Operations Center dashboard for centralized deployment, monitoring, and management of multiple Gen3 data commons. It...

☸️ kubernetes
Topics:aifrontendbackend
advanced

Open-Source FHIR and Federated Learning for Privacy-Preserving AI in Gen3 Data Commons

This project addresses a critical challenge in healthcare: enabling AI-driven breakthroughs while ensuring patient privacy. The goal is to develop an...

Topics:aicloudui

Improve Scalable Data Download Functionality Using Globus and an Open-Source Python SDK & CLI

This project aims to enhance the data download capabilities of the Center for Translational Data Science's Python SDK & CLI by implementing robust,...

🐍 python
Topics:mlai
advanced

An Intelligent Orchestration and Observability System for ML Research Clusters

This project addresses the critical challenge of GPU resource management in ML/AI research environments where researchers often face delays due to...

Topics:mlaiui

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Center for Translational Data Science | GSoC Org Profile & Stats - Learn about Center for Translational Data Science's involvement in Google Summer of Code (GSoC), their technologies, detailed reports.

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