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Matthew Seal

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titleconferencedate
How to survive 100x scaling events: Picking the right technologies earlyRoachFest 20232023-10-03
Noteable experiences ~100x traffic growth after a ChatGPT plugin launch and keeps service online with minimal rearchitecture by using CockroachDB, Kubernetes…
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Unit Testing Jupyter Notebooks - testbookPyCascades 20212021-02-19
testbook is a unit-testing library that treats .ipynb files like .py modules by creating remote reference objects in the notebook kernel, injecting test code…
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Data and ETL with Notebooks in PapermillPyData Los Angeles 20192019-12-03
Explains a concrete system: papermill parameterizes notebooks and runs them headlessly, injecting JSON params, monitoring kernels, and writing immutable…
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Unsupervised NLP Classification with ClusteringData By the Bay 20162016-05-16
Pipeline processes budget PDFs with NLTK tokenization, stemming and stopword filtering, builds minhash approximation indexes, computes Jaccard edges above a…
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DBTB INT Matthew Seal rData By the Bay 20162016-05-16
Argues that data now answers problems people previously couldn’t solve and that combining domains — democracy, NLP, design, science — produces practical…
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