From Technical Project Manager To Machine Learning Engineer

Gaps, traps and tips

Haonan Liu
Towards Data Science
7 min readNov 28, 2022

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Image by Author; It presents the common paths only, not all possible paths;

It is a challenging transition and requires a tremendous effort while AI/Machine Learning is still a buzzword to organisations and data team is usually in the first way of layoff¹. On the other hand, the AI world is evolving rapidly, with breakthroughs from AlphaFold, Text-to-Image (Stable Diffusion/Dall-E 2), to Multimodal

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