⚡ What is NEURAL Y (click to collapse)
NEURAL Y is an open developer community building real, future-facing software in the open: AI/ML, operating systems, graphics, compilers, HPC and developer tooling.
Goal: ship work that has measurable impact on global open source and computer science.
class NeuralY {
public:
Entry entry = "open to everyone";
Metric merit = "merged PRs, shipped code, solved problems";
Ignored ignored = {"degrees", "years of experience", "titles", "age"};
void mission() {
build(real_technology);
publish(openly);
scale(global_impact);
}
};🧭 Principles (click to collapse)
| Code speaks | Your PR is your résumé. Background and experience are irrelevant here. |
| Merit, in the open | Decisions happen in issues and PRs, publicly and with reasons. |
| Ship real things | Working software, benchmarks and papers beat demos and slides. |
| Future first | We pick problems that matter 5–10 years out, not just today. |
| Earn a seat | Top contributors are invited to the maintainer team: they maintain projects and keep the community alive forever. |
🌌 Focus Areas (click to collapse)
| Area | Scope |
|---|---|
| 🧠 AI / ML | Neural network diagnostics, LLMs, training and evaluation tooling |
| 🖥️ Systems & OS | Kernels, runtimes, low-level performance |
| 🎮 Graphics | Vulkan, OpenGL, real-time visualization |
| 📷 Vision | Computer vision research and pipelines |
| 🛠️ Dev Tooling | Compilers, languages, CSS/UI tooling |
| 🔬 Research | Open papers, reproducible results, shared benchmarks |
- Pick an issue: good first issues or propose your own.
- Fork, branch, build. Keep PRs small and focused.
- Open a PR. Explain the why, include tests or benchmarks.
- Iterate in review. Merged work earns trust, and top contributors are invited to the maintainer team to maintain projects and keep the community alive forever.
No application, no CV, no gatekeeping. Just PRs.
Every face here got here through merged work.
⚙️ Founder's Tech Stack (click to expand)
📜 Certificate (click to expand)
 Ayush Sharma Founder · Leading Maintainers Team |
Started NEURAL Y and is Leading Maintainers: reviews PRs, works in public, and brings top contributors into the maintainer team.
|
The maintainer team is open to top contributors.
"Intelligence emerges from connected systems." "Communities scale what individuals can't." "Every optimization begins with understanding."
