Hello World ✌🏻

I am Ayush. I am a student, a teacher, and a practitioner of data science.
Here I blog/jot/dump/scatter ideas/muses/learnings/experiences on all things data and software.

I am based in Nepal 🇳🇵. When I am AFK, I am lifting weights.


Posts


Exploring Claude Shannon's foundational 1948 paper that created information theory and established the blueprint for the digital age.
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.
Exploring one of the shortest papers ever published - how a two-sentence proof demolished a 197-year-old conjecture by Leonhard Euler, and the mathematical landscape that emerged from its ruins.
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.
AI / NLP / PHD    AI / NLP / PHD
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.