A scrambled cube. 43 quintillion possible states. And a proof that no matter how badly it is scrambled, 20 moves is always enough. This is the story of God's Number and the group theory hiding inside a plastic toy.

A deep dive into one of mathematics' most beautiful results - proving that the sum of reciprocal squares equals π²/6, exploring multiple proofs from Euler's original argument to modern Fourier analysis.

Building a web-based version of Jhyaap, the fast-paced Nepali card game that has entertained generations, using modern JavaScript and game mechanics.

Pre-PHD level notes on NLP. This is supposed to serve as a primer, but this is not meant to be read top to bottom.

A personal reflection on four transformative years at Cloudfactory. Building data teams, solving hard problems, and growing through life and leadership. This post explores the human side of data work, from late-night debugging to mentoring and shaping a predictive-first culture.

A reflection on the evolving path from data science to AI engineering, and the things I miss.