Deepening AI / LLM understanding
Not just usage — the actual engineering. Tokens, context windows, RAG architectures, embeddings, agents,
MCP, function calling. The refusal to treat AI as a black box is a practical requirement for building with
these tools responsibly.
Entrepreneurship & B2B SaaS
A preference for bootstrapped, India-first, single-problem B2B SaaS — the kind of software that solves one
thing well for businesses that already know what they need. Secondary explorations include hardware GPS
concepts reconnecting to mechatronics training.
Senior-level scope & architecture
Deepening system design depth, end-to-end frontend performance, and large-scale architectural consistency.
Expanding responsibility beyond components into whole product lifecycles.
Shipping & community in public
Moving fast by building real projects and creating genuine technical connections. Content creation,
open-source experiments, and direct conversations with other builders.