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Jan Machacek

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Long-lived microservicesScala Days Copenhagen 20172017-05-30
Practical account of a long-lived microservices stack that actually ran in production: Scala services and some C++ components use Akka Persistence, Kafka…
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So, You Want to "Do Big Data?"Scala Days Berlin 20162016-06-15
A ML-enabled fitness system that ingests 50 Hz sensors and ibeacons, classifies one-second setup movements, and ships 10 MB neural models to phones is…
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MuvrLambda Days 20162016-02-25
Code runs on wearables and a mobile app does signal processing sensor-data fusion and classification; models and CSV data land on a server where Spark-based…
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Exercise AnalysisCode Mesh 20152015-11-03
Muvr builds a full pipeline: wearables (Apple Watch, Pebble) stream accelerometer and heart data through mobile to an Akka-backed cluster and Spark training…
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Akka in Heterogenous EnvironmentsCode Mesh 20132013-12-03
Live code shows a working pipeline: Scala + Akka actors accept H.264 chunks over HTTP, marshal frames to JSON, publish via RabbitMQ + Akka + C++ with CUDA, and…
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