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Insights & Perspectives
Explore our thinking across healthcare, AI, and applied data science.
Showing 7 articles
Healthcare and Life Sciences
Pharmacogenomics at Scale: Building a Clinical Decision Accelerator on Databricks Lakehouse
Transform raw genotype data into actionable prescribing recommendations at population scale using Databricks Lakehouse, CPIC guidelines, and the Medallion architecture.
April 6, 2026
Data Engineering & Analytics
Building an AI-Powered Sales Intelligence Dashboard on Databricks
Segment revenue, supplier margins, late shipment rates, and QoQ growth — live sales analytics powered by TPC-H data, Gold views, and Genie.
March 31, 2026
Data Engineering & Analytics
Building an AI-Powered Financial Intelligence Dashboard on Databricks
Revenue, margin, expense ratio, and QoQ growth — a live financial analytics solution built on TPC-H data, six Gold SQL views, and Genie.
March 31, 2026
Data Engineering & Analytics
Building an AI-Powered Operations Intelligence Dashboard on Databricks
Two operational data domains — taxi trip analytics and IoT device health — unified into a single live intelligence platform with Genie.
March 25, 2026
Data Engineering & Analytics
Building an AI-Powered Marketing Intelligence 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