Had a great conversation with a Senior Staff ML candidate in my office hours yesterday—it reinforced something important:

At higher levels, ML System Design interviews require a deep dive. If you don’t structure your time right, you’ll run out before getting to the details that matter.

Here’s how I recommend structuring your time.

By the way, I host office hours every week, sign up link in Substack email each Monday at 3PM Pacific. First come, first served.
📍 Sign up: https://mlepath.substack.com

MLE Path | MLEpath | Substack

Join MLE Path, the podcast that explores what it truly means to grow and thrive as a machine learning engineer. Hosted by an industry veteran with over 14 years of experience—including leadership roles at Adobe, Twitter, and Meta—this podcast brings you. Click to read MLE Path, by MLEpath, a Substack publication.