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Sherin Thomas

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Recipe for Building a Discoverable and Governed Data Platform.Scale By the Bay 20232023-11-13
Claims a working recipe: uses DataHub to catalog Snowflake, Looker, Terraform, Airflow, Kinesis and custom configs, and builds column-level lineage that…
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Democratizing Climate ScienceBerlin Buzzwords 20212021-06-15
SpaceML builds a production reverse‑image search over NASA GIBS covering 20+ years and petabytes of imagery, using a GIBS downloader to tile multi‑band data…
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Enabling Machine Learning with Apache FlinkFlink Forward Europe 20192019-10-07
In the world of ride sharing, many decisions such as matching a passenger to the nearest driver, need to be made in realtime. As a result, building and…
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Taking deep learning to production with RedisAIThe Fifth Elephant 20192019-07-25
RedisAI is a Redis module that adds tensors & graphs as Redis data types and executes models on CPU and GPU using PyTorch TensorFlow ONNXRuntime backends while…
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Stream Processing at Lyft with Flink and BeamScale By The Bay 20182018-11-15
Lyft runs real-time pipelines using Apache Flink as the runner and is adopting Apache Beam for Python portability, operating 50+ Flink jobs processing tens of…
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PyTorch Demystified, Why Did I SwitchAnthill Inside 20172017-07-29
PyTorch claims practical wins from a Dynamic Computation Graph (autograd/Variable, .grad access, .cuda and NumPy bridges) and demonstrates them with an actual…
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