Jacopo TagliabueinData Engineer ThingsRebuilding Redis on S3 ExpressA slow, cheap and scalable key-value store5 min read·Feb 2, 2024--1--1
Jacopo TagliabueinCantor’s ParadiseMarginally Important: Automatic Differentiation with Dual NumbersA brief (and inaccurate) history of derivatives, with a brief (and incomplete) Python implementation10 min read·Jan 9, 2024--1--1
Jacopo TagliabueinThe TechlifeApplied Research at Reasonable ScaleBuilding ML-heavy products without breaking the bank11 min read·Nov 15, 2022--1--1
Jacopo TagliabueinTowards Data Science“Is This You?” Entity Matching in the Modern Data Stack with Large Language modelsAn experiment in productionizing LLMs8 min read·Oct 27, 2022--1--1
Jacopo TagliabueinTowards Data ScienceNDCG Is Not All You NeedBehavioral testing for recSys with RecList8 min read·Jan 12, 2022----
Jacopo TagliabueinCoveo Behind the ClickThe Vectors That Came in From The ColdImproving “Cold Start” at Scale in a Multi-tenant SaaS Scenario7 min read·Dec 21, 2021----
Jacopo TagliabueinTowards Data ScienceThe Post-Modern StackJoining the modern data stack and the modern ML stack8 min read·Sep 22, 2021----
Jacopo TagliabueinTowards Data ScienceMLOps without much OpsOr: How to build AI companies leveraging open-source and SaaS software5 min read·Sep 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.7 min read·Mar 13, 2021----
Jacopo TagliabueinTowards Data ScienceNoOps Machine LearningA PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.9 min read·Feb 10, 2021--4--4