NextJS
FullStack Framework
Aditya Singh | AI Engineer & Backend Architect
Craft
Exploring the intersection of design, technology, and human experience
Underneath all the code, there's a simple reason I keep doing this—I want to make things that matter. Not just products, but tools that support someone's dream, that fix a headache, or that help a system hold together when everything else is falling apart. I care about the unseen impact. And maybe that's why I've stuck with backend work all this time—it lets me quietly help people from behind the curtain.
Despite what it looks like, frontend is not my forte. I'm Aditya—a backend guy who enjoys the messy, logical chaos of systems work. I like building things that quietly power everything else, like task queues, smart contracts, or real-time infra that just works. If there's a weird bug hiding in a race condition or a query that needs shaving milliseconds, I'm probably the one chasing it down at 2AM with too much coffee. My favorite part of engineering? That moment when something complex finally clicks into place, and you know it'll hold up even when things get wild.
I've always been a curious tinkerer—breaking things to understand them, rebuilding them cleaner. I like fast-paced projects, late-night debugging sprints, and ideas that feel a little too big at first. Whether it's working on AI tools, MMO game backends, or just speeding up an old endpoint, I bring energy, a bit of chaos, and a lot of care. I build for real people and real problems—and I try to keep it fun along the way.
Experience
My professional journey building scalable systems and AI applications.
Outlier
RLHF Contributor
Jan 2025 – Jun 2025
TypeScript
React
Node.js
Tailwind CSS
Building RLHF systems and distributed annotation platforms for frontier AI models. Developing evaluation frameworks and data pipelines to improve model alignment and capabilities.
- Designed RLHF annotation platforms.
- Scaled data pipelines to handle large volumes of requests.
My Stacks
A glimpse into the technologies and tools I leverage to build robust and performant applications.
Tanstack Start
FullStack Framework
TypeScript
Typed Language
AI SDK
AI Integration Library
NextJS
FullStack Framework
Tanstack Start
FullStack Framework
TypeScript
Typed Language
AI SDK
AI Integration Library
NextJS
FullStack Framework
Tanstack Start
FullStack Framework
TypeScript
Typed Language
AI SDK
AI Integration Library
NextJS
FullStack Framework
Tanstack Start
FullStack Framework
TypeScript
Typed Language
AI SDK
AI Integration Library
TailwindCSS
CSS Framework
Docker
Containerization Tool
Prisma
Database ORM
Drizzle
Database ORM
TailwindCSS
CSS Framework
Docker
Containerization Tool
Prisma
Database ORM
Drizzle
Database ORM
TailwindCSS
CSS Framework
Docker
Containerization Tool
Prisma
Database ORM
Drizzle
Database ORM
TailwindCSS
CSS Framework
Docker
Containerization Tool
Prisma
Database ORM
Drizzle
Database ORM
Thoughts
A collection of my thoughts, learnings, and technical deep dives.