#1 Suggestion – YouTube Channel (Umar Jamil)

[CllsPy]

Hey, great work!

I really appreciate the indexed content on AI — it's super useful! I actually built something similar, and I know how much effort goes into this kind of curation.

Today, I just wanted to recommend a YouTube channel that I think deserves more attention: Umar Jamil. He's a Machine Learning Engineer who shares a lot of valuable content, especially for learners and practitioners. Some highlights from his channel include:

• Coding a Transformer from Scratch in PyTorch — with a clear, step-by-step explanation.
• Paper walkthroughs, such as DeepSeek-R1 and others.
• Detailed breakdowns of architectures like BERT.

If you're into understanding the why behind the code, his videos are real gems.