The Advice Was "Build on Unique Data." Mine Was a House.
A response to Marina Wyss's How I'd Learn Machine Learning in 2026 , from someone who arrived at the same checkpoints from the construction side. Marina Wyss wrote that piece and the part that stopped me was not the curriculum. It was her argument that a hiring manager is not looking for evidence that you studied, but for evidence that you can do the job — and then her specification for what that…
Marina Wyss wrote an article about learning machine learning in 2026, but the part that caught the reporter's attention was not the curriculum. It was her emphasis that hiring managers want to see evidence of the ability to complete a job, not just evidence of studying. Wyss specified that this would involve identifying a problem, finding and preparing unique data, systematically evaluating model options, and deploying the solution to production.
The reporter, however, did not follow the described path. Instead, they were a carpenter and estimator with a finance degree, and they founded ML Systems LLC on December 3, 2025, building a system that is now available on both app stores. The article is a response to Wyss's advice, describing how the same checkpoints were tackled from the construction perspective.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
