I'm Ayush Rai, an engineer and independent builder working at the intersection of AI, software, and business systems.

I like getting close to difficult problems, understanding how things work under the hood, and building solutions that are useful beyond a demo. My work spans AI engineering, LLM systems, agentic workflows, full-stack product development, and revenue infrastructure.

I'm building products including [RevenueRoles](https://revenueroles.in/), a platform focused on revenue-focused careers, and [AGENYRA](https://agenyra.com/), alongside [The Open Framework](https://theopenframework.org/), an initiative exploring how technology can make social-sector work more structured and effective. I also explore ideas around GTM engineering, automation, developer tools, and the systems that help small teams do more with less.

My approach is simple: understand the problem deeply, reason about the architecture, build end to end, ship, and improve from real-world feedback. I care about the details most people skip—workflows, infrastructure, edge cases, operational constraints, and what happens after something goes live.

Beyond engineering, I'm interested in public policy, technology's impact on society, and how institutions and businesses actually operate. I enjoy connecting ideas across disciplines and turning that understanding into things people can use.

I'm particularly interested in connecting with founders, founding engineers, Forward Deployed Engineers, GTM engineers, and ambitious teams solving hard problems. I enjoy conversations about early-stage products, AI-native companies, systems architecture, and turning messy real-world problems into working software.

I build, investigate, write, and share what I learn.

**If you're working on something difficult and worth solving, let's talk.**

Website: https://ayushrai.site
Writing: https://life.ayushrai.site
GitHub: https://github.com/ayushrai-hub
LinkedIn: https://linkedin.com/in/ayushrai02