Recently, I came across a pretty amazing claim: you can land a $200k AI engineer offer in just 90 days without earning a degree, simply by mastering 10 GitHub repositories. The AI engineer market is really competitive right now; the key isn’t your education, but whether you know how to use the tools.

I’ve organized these 10 repositories for you, covering the entire path from zero basics to being able to compete. The first one is awesome-llm-apps, which contains application examples based on large language models, helping you quickly understand how to turn theory into actual products.

After watching this, you’ll know what types of AI applications are trending in the market today. The other repositories cover the full process from foundational models to fine-tuning and deployment.

Honestly, these resources are enough for systematic learning, even more practical than many courses. The key is hands-on practice; just reading documentation isn’t enough.

This industry changes too fast, so continuous learning is more important than anything. These repositories are actively maintained, so following along should help you stay up-to-date with the latest trends.