Manu Huygens
Healthcare Data Engineer @ KPMG Netherlands
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Emmanuel (Manu) Huygens is a healthcare data engineer specializing in cloud and data solutions with Microsoft Azure and Fabric. At KPMG, he designs secure, scalable architectures that deliver real-time data pipelines, ETL/ELT pipelines using medallion architectures for secondary research use cases, and API middleware for live patient data integration using Azure Functions. Manu also develops AI-driven insights for regulated industries and has deep expertise in the Dutch healthcare IT landscape, including interoperability standards and compliance frameworks. He is certified in advanced openEHR clinical modeling, attends FHIR DevDays, and builds solutions aligned with GDPR and NEN7510. Passionate about leveraging data for impact, Manu combines technical depth with business acumen to improve care delivery. Outside work, he enjoys fitness, hiking, and windsurfing.
FHIR Meets Fabric: ETL, OMOP, and Predictive Analytics for Healthcare
Live demo of a Microsoft Fabric pipeline ingesting clinical data from FHIR servers, a data standard for healthcare interoperability, processed through an ETL workflow using Medallion architecture. Using Microsoft Healthcare Data Solutions, we flatten FHIR data into OMOP for anonymized research and predictive modeling, enabling ML use cases like readmission risk, no-show, and capacity optimization.
From Telemetry to Better Care: Real-Time Intelligence and Data Agents
For healthcare instituions in the netherlands, we build a real‑time home‑monitoring platform with Microsoft Fabric RTI: ingest vitals from IoT via Eventstream, detect patient‑specific thresholds with Data Activator, land telemetry in KQL DB, aggregate to Lakehouse/Warehouse, and enable clinicians to ask questions through Fabric Data Agents. Live demo of application, architecture, and compliance.
Fabric as the Clinical Data Backbone: The Good, the Bad, and the Brilliant
Explore Microsoft Fabric as the backbone for healthcare data: working with global standards like FHIR, addressing duplication issues and sensitive data, and unlocking value through efficient, governed pipelines and its benefits. We’ll share the good, the bad, and the brilliant through real lessons learned from Dutch hospitals on compliance, source system integration, and existing infrastrucure.
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