I'm Adi, an Applied Scientist at Amazon and a former AWS Bedrock engineer. I work on agentic AI, Model Context Protocol (MCP), and RAG systems, and teach agentic AI at NYU.
I's till you're 18
Ahaan was 12 when he first met you. A round faced reality show
contestant dealing with fame and insecurities.
Ahaan was 18 when he last met you. A pimple-faced adult who had
dealt with some large demons.
He was your typical teenager - but with the bizarre need to document
everything.
His life was ordinary in a lot of ways. Heart breaks, betrayals,
regrets, fears, musings... Everything that the world talks about.
Yet, he had had some extraordinary experiences - ones which the
world hardly ever talks about.
He captured every phase of his life with poems and short stories,
which led to the birth of this collection - a 6-year conversation
between you and Ahaan,
where you will see the world through the eyes of a boy -
through the I's of a boy -
right up till the age of 18.
My work spans production RAG at AWS Bedrock, MCP-based engineering automation,
and the evaluation of AI agents. Here are some public tools and writing from that work.
I also teach an agentic AI workshop at NYU,
with recordings and code you can explore.
Open-source & tools
Developer tools and research I'm building in the open.
~/cc-hindsight
▸The prompt you'd write if you knew then what you know now.
Turn your Claude Code and kiro-cli session history into a reusable prompt library
and CLAUDE.md or AGENTS.md preferences.
▸A scientific loop for making LLM prompts measurably better.
Scientific framework for iterative LLM prompt improvement using multi-dimensional scoring,
threshold optimization, cross-validation, and an OPRO-style agent loop.
