Designing a Production-Ready Data Science Pipeline: From Raw Events to Monitored Models
A model is only one artifact in a production data science system. The harder engineering problem is creating a reliable path from changing source da…
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Power BI Data Modelling, Relationships and Joins.
Introduction When I first started working with Power BI, I thought that importing data and creating charts was the main part of building a report. H…
I Turned 200+ Chinese Character Confusions Into a Structured Dataset
I'm building a Chinese learning project called HanziHero , and one feature started with what looked like a ridiculously simple data problem: Why do…
System Design - A Frontend Engineer's Deep Dive
In general, most of the discussions around System Design are backend heavy, involving Databases, Microservices , Load Balancers and what not. But in…