Welcome to Tuan's Blog

Welcome to my digital garden where I cultivate thoughts on Machine Learning, Generative AI, Trustworthy AI, AI Systems, Efficient AI, and Paper Reviews.

About This Blog

This platform serves as a repository for:

• Deep Dives: Rigorous mathematical explorations of ML algorithms.
• Practical Guides: Hands-on code tutorials and systems engineering patterns.
• Research Notes: Summaries and thoughts on the latest papers in GenAI, Trustworthy AI, AI Systems, Efficient AI, and Paper Reviews.

Work in Progress

This blog is continuously evolving. Check back often for updates!

Recent Topics

• Machine Learning Theory

  Foundational concepts, proofs, and algorithmic breakdowns. Explore ML Theory

• Generative AI

  LLMs, diffusion models, and the frontier of creation. Explore GenAI

• Trustworthy AI

  Safety, bias, robustness, and alignment. Explore Trustworthy AI

• AI Systems

  Infrastructure, distributed training, and cluster orchestration. Explore SysML

• CUDA Engineering

  Zero to Hero: GPU Architecture, Kernels, and Tensor Cores. Start Learning

• Efficient AI

  Quantization, pruning, and system optimizations. Explore Efficient AI

• Paper Reviews

  Critical breakdowns of the latest Arxiv papers. Read Reviews