Jacopo TagliabueinData Engineer ThingsRebuilding Redis on S3 ExpressA slow, cheap and scalable key-value storeFeb 21Feb 21
Jacopo TagliabueinCantor’s ParadiseMarginally Important: Automatic Differentiation with Dual NumbersA brief (and inaccurate) history of derivatives, with a brief (and incomplete) Python implementationJan 91Jan 91
Jacopo TagliabueinThe TechlifeApplied Research at Reasonable ScaleBuilding ML-heavy products without breaking the bankNov 15, 20221Nov 15, 20221
Jacopo TagliabueinTowards Data Science“Is This You?” Entity Matching in the Modern Data Stack with Large Language modelsAn experiment in productionizing LLMsOct 27, 20221Oct 27, 20221
Jacopo TagliabueinTowards Data ScienceNDCG Is Not All You NeedBehavioral testing for recSys with RecListJan 12, 2022Jan 12, 2022
Jacopo TagliabueinCoveo Behind the ClickThe Vectors That Came in From The ColdImproving “Cold Start” at Scale in a Multi-tenant SaaS ScenarioDec 21, 2021Dec 21, 2021
Jacopo TagliabueinTowards Data ScienceThe Post-Modern StackJoining the modern data stack and the modern ML stackSep 22, 2021Sep 22, 2021
Jacopo TagliabueinTowards Data ScienceMLOps without much OpsOr: How to build AI companies leveraging open-source and SaaS softwareSep 22, 2021Sep 22, 2021
Jacopo TagliabueinTowards Data Science“DAG Card” is the new “Model Card”Automated generation of DAG Cards from Metaflow, inspired by Google Cards for machine learning models.Mar 13, 2021Mar 13, 2021
Jacopo TagliabueinTowards Data ScienceNoOps Machine LearningA PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.Feb 10, 20214Feb 10, 20214