December 2024
WebAssembly in Action: A CPU Emulator That Runs in the Browser
Bundling a full Python interpreter with WASM to create an interactive logic gate puzzle
September 2024
Book Review: Unraveling Principal Component Analysis
A proof should be an epiphany from the Gods, not a coded message from the Pentagon
June 2024
What I Learned at Italy's ACDL Summer School
A week of diffusion models, multimodal AI, and beach conversations on the Tuscan coast
March 2024
Why Q-Learning Fails (and How Double Q-Learning Fixes It)
Understanding maximization bias in reinforcement learning.
July 2023
Will Gzip Replace Neural Networks for Text Classification?
Understanding LZ77 and Huffman encoding, and where compression-based classification breaks down
July 2023
Designing a Simple 8 Bit CPU Emulator in Python
No if statements, no control flow — just NAND gates and boolean logic all the way up
July 2023
Waltzing With Chance
A brief introduction to Monte Carlo simulations in python.
March 2023
Text Vectorization
A beginner's tutorial on embeddings, cosine similarity, and how language models capture meaning in vectors
June 2022
Therapeutic Plasma Exchange
Exploring what parabiosis and plasma dilution research tell us about aging