Folders and files
Specializing in AI agent runtimes, decision intelligence, and high-performance cross-platform software.
Passionate about clean architecture, invariant verification, and production-grade open source tooling.
- 🧠 Leo — Open-weight calibrated decision model (Suparva/leo-1.7b on Hugging Face). High-speed inference for structured decision tasks in a single forward pass.
- ⚡ NaturalCodz — Natural logic & reasoning utilities powered by Jev AI: confidence-aware classification, routing, and guardrails.
- 🛡️ DetoxMania — Android digital wellness & focus enforcement engine with granular restriction capabilities.
- 🔭 Reticle — Core open-source contributor to machine-native runtime perception & automated verify loops for autonomous AI agents.
- 🌊 Statewave — Open-source contributor to reproducible, provenance-tagged AI agent memory runtimes.
- ⚙️ 2p-kt — Contributor to the Kotlin Multi-Platform ecosystem for symbolic AI and logic solvers.
Python |
TypeScript |
Kotlin |
JavaScript |
PyTorch |
FastAPI |
Android |
React |
PostgreSQL |
Docker |
Git |
Linux |
- 💻 Personal Website: kognare.com
- 📬 Direct Email: suparva@outlook.in
- 🤖 Hugging Face: @Suparva
- 🐙 GitHub: @SuparvaCode
Built with passion for high-reliability systems and open-source innovation.