Kwame spent eight years building recommendation and fraud-detection systems before shifting to writing full-time about the ML career ladder. He's lived through the blurring of 'data scientist' and 'ML engineer' job descriptions firsthand and uses that experience to help readers figure out which skills actually transfer between the two. He does a lot of his reporting by cold-messaging engineers who recently switched roles and comparing notes on what surprised them. He's also active in Toronto's ML meetup scene, which feeds him early signal on hiring shifts.
Covers: ML engineer career paths, data science to ML transitions, applied research roles, technical interview prep
Education: M.Sc. in Computer Science