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.
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.
A reflection on the evolving path from data science to AI engineering, and the things I miss.
work    career / AI / engineering
A comprehensive exploration of Meta AI's Segment Anything Model (SAM), a foundation model designed to generalize across various segmentation tasks with minimal prompting, zero-shot and few-shot learning capabilities, and applications in a wide range of domains.