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Machine Learning At Scale

Machine learning systems in the real world.

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THE ZÜRICH FEED [Edition #9]

Curated ML roles in Zürich. With context no job board gives you.

From two tower model to Generative retrieval [2/3]

Series: Generative Retrieval, part 2 of 3.

I Left ML for "Impact." It's the Worst Trade I've Made

The most optimal-looking internal move could turn out wrong. Why?

From two tower model to Generative retrieval [1/3]

Series: Generative Retrieval, part 1 of 3. One companion notebook runs everything on a free Colab GPU.

66 Open Roles in Zurich For You

Curated ML roles in Zürich. With context no job board gives you.

ML@SCALE · 1:1 · One deleted model with one over-trusted agent [Edition #3]

Senior SWE on Google Search Page Quality. His model scores how good a web page is, feeds straight into ranking.

The bet I'm making for the next 18 months as an MLE

I've spent two months arguing the MLE market is a barbell. This is what I'm actually doing about it.

Your RAG stack has about a year left.

A 14B model just beat GPT-5.1 at retrieval

Inside ML@Scale #4

Flat month. What I am doing about it?

The $195K Monthly Ranker That Only Learns to Mimic Retrieval [Edition #19]

V-Stream is a mid-stage short-form video company that recently crossed the 60 million Daily Active User (DAU) milestone.