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Insights & Perspectives
Explore our thinking across healthcare, AI, and applied data science.
Showing 4 articles
Data Engineering & Analytics
How We Built an AI-Powered Operations Dashboard on Databricks
Taxi trip analytics and IoT device health monitoring — two data sources, one operations dashboard, one Genie space.
March 25, 2026
Data Engineering & Analytics
How We Built an AI-Powered Marketing Dashboard on Databricks
Channel revenue, product margins, promotion ROI, and customer segmentation — all from free TPC-DS data, live and filtered.
March 25, 2026
Healthcare and Life Sciences
Expensive Healthcare AI Pipeline deployed at low cost using Databricks accelerator
5,000 clinical notes. 180,000 medical entities. 12 patient cohorts. Zero dollars spent on software.
March 12, 2026
Healthcare and Life Sciences
Building a High Value Knowledge Graph on Azure Databricks
Fusing NIH MeSH + ClinicalTrials.gov with rdflib and PySpark. A production-level knowledge graph connecting 6,000 MeSH biomedical concepts to 5,000 clinical trials without relying on any paid libraries.
March 12, 2026