Field notes
Writing
Field notes / লেখালেখি
I write about the parts I have built, the decisions I can discuss, and the limits that keep a case study honest. Draft outlines stay private until they contain something useful.
Published notes
01
What a university notice bot needs to get right
A practical note about retrieving UIU notices, preventing duplicates, and placing useful information inside a Discord community.
02
Why I’m building a language model from scratch
A first-hand note on learning tokenization, training, checkpoints, and inference by implementing the connected language-model system.