AS
Aviral Singh
AI ENGINEER
I build real AI/ML and write about what hype skips.
Currently reading "Inference Engineering" by Jason D. Peterson
Live product
503
users in 2 weeks
$0.03
avg CAC
Suno Bhagwan — an AI Krishna companion, grown organically.
Interactive demo
kanh-ai
A Krishna AI companion model, distilled to run free and offline on a phone. Ask it something and watch a frontier cloud model answer the same thing.
~40% preferred over its cloud teacher in eval.
Project
var-cli
A static-analysis engine that parses a TypeScript/JavaScript codebase into a queryable dependency graph — Tree-sitter AST + LLM annotation, stored in Postgres. A local "brain" for AI coding tools: instead of grepping 50 files and hallucinating links, the model queries deterministic relationships.
Now
AI Engineer @ Adquick
I build the AI behind one of the largest out-of-home advertising platform in the US — AI Agent, MCPs, recommendation, search, and document intelligence.
Writing
I write against the AI hype
Contact