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Content by Ali Naqvi

Ali Naqvi is the lead product manager of the AI Platform at John Snow Labs. Ali has extensive experience building end-to-end data science platform & solution for the healthcare and life science industries, using modern technology stacks such as Kubernetes, TensorFlow, Spark, mlFlow, Elastic, Nifi, and related tools. Ali has a Master’s degree in Molecular Science and over a decade of hands-on experience in software engineering and academic research.

Hardening a Cleanroom AI Platform to allow model training & inference on Protected Health Information

Artificial intelligence projects in high-compliance industries, like healthcare and life science, often require processing Protected Health Information (PHI). This may happen because the nature of the projects does not allow...

AI Model Governance in a High-Compliance Industry

Model governance defines a collection of best practices for data science – versioning, reproducibility, experiment tracking, automated CI/CD, and others. Within a high-compliance setting where the data used for training...