Tossaporn (Tree) Saengja

shorts:

• 16 Jan, 2026 2025 recap & 2026 resolutions
• 03 Jun, 2025 KL divergence intuition
• 18 Feb, 2025 o1-ioi and o3 in competitive programming
• 09 Feb, 2025 s1: Simple test-time scaling

in Thai:

• 02 Aug, 2026 [lec01] 6.566: Computer Systems Security
• 22 Jul, 2026 Terrence Tao's ChatGPT Conversation about the Jacobian Conjecture Counterexample
• 08 Jun, 2026 "The man who loves walking will go farther than the man who loves the destination."
• 30 May, 2026 Georgetown Commencement 2026 | Tom Brady Speech

... all posts

longer:

• advanced nlp notes on Graham Neubig's CMU Advanced NLP Fall 2024.
• opinionated reference on doing research
• personal glossary, inspired by Google's Machine Learning Glossary
• collection of quotes, blogs, and thoughts
• book review

competitive programming materials (used once/twice a year):

• way in competitive programming, website (very unorganized)
• [ioi training camp -- may'26] bipartite matching – max flow – fixed parameter algorithms
  • max_flow, fpt
• [ioi training camp -- mar'25] advanced dynamic programming
• [ioi training camp -- oct'24] advanced data structures