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When latency is the product — fraud detection, predictive maintenance, live operations — batch is not an option. We design streaming architectures for bursty IoT telemetry.
When latency is the product — fraud detection, predictive maintenance, live operations — batch is not an option. We design streaming architectures for bursty IoT telemetry.
Kafka, Event Hubs or Kinesis sized for peak load. Schema registries and contracts.
Stateful processing with exactly-once semantics. Windowing, joins and aggregations declared.
InfluxDB, Azure Data Explorer or Timescale. Partitioned for query patterns, retention tiered for cost.
Grafana for operational, Power BI for analytical. Both fed from the same source of truth.
Live-streaming call-center reporting using ADX and Grafana. Streaming metrics defined, refresh performance optimized.
Cloud-based IoT and data platform. Outage-alert ticket app with Power Apps & Power Automate.
PoC: IoT analytics in MS Fabric for medical devices. Real-time edge telemetry.
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