Portfolio — Systems & Machine Intelligence
Naiwrit Joy Shukla
I build systems, not single answers.
Systems Built
A personal AI that argues with itself first
Alin runs an internal committee of specialized agents — a researcher, an architect, a red team, a synthesizer and a deliberate contrarian — that debate a question before it commits to an answer. Backed by a private knowledge graph and a hard-coded mode classifier that keeps planning, conversation and execution in separate lanes, in code rather than prompt.
Finding the people welfare systems quietly drop
Mou diagnoses silent exclusion from India's public food and pension systems. It reads a citizen's ration and ID documents, catches the mismatch that cancels a benefit — a name spelt two ways across two scripts that no portal flags — and explains the gap in plain language. Built with Svar Chauhan for the USAII Global AI Hackathon.
About
Self-taught calculus at twelve, a mind that learns by seeing the shape of a thing first, and why Barak Valley shows up in everything I build.