写在“人类集体摸鱼”的前夜, 我和我的AI打工仔的经历

这一篇着重介绍机器学习面试的第三种考察侧面：系统设计

How I got the internship of Machine Learning Engineer at Spotify and successfully got the return offer.

As these agents move into production environments, a systemic contradiction emerges: the internet was designed for humans, not autonomous machines. The solution is not just bigger models, but integrating AI with Web3’s trust primitives. This convergence points toward Web 4.0 — the Symbiotic Web.

写在“人类集体摸鱼”的前夜, 我和我的AI打工仔的经历

关于2022-2023这一波科技寒冬的思考，以及如何更好地应对类似情况的浅见。

从业机器学习工程师四年后，我对于这个领域的职业发展的思考。这一篇着重分享我对MLE领域的认知。

How I got the internship of Machine Learning Engineer at Spotify and successfully got the return offer.

Introduction to Dynamic Programming and typical usage for beginners. Covering basic concepts of DP and basic usage.

Introduction to Dynamic Programming and typical usage for elementary audience.

Introduction to Dynamic Programming and typical usage for intermediate audience, covering bi-dimension DP problems.

Introduction to Dynamic Programming and typical usage for advanced audience.

Introduction to Machine Learning Breadth Interview.

Introduction to Machine Learning Depth Interview from an interviewer.

这一篇着重介绍机器学习面试的第三种考察侧面：系统设计

Typical Python Bugs And How To Correct Them.

As these agents move into production environments, a systemic contradiction emerges: the internet was designed for humans, not autonomous machines. The solution is not just bigger models, but integrating AI with Web3’s trust primitives. This convergence points toward Web 4.0 — the Symbiotic Web.