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varshith-Git/README.md

Gudur Varshith

Founder of Valori | AI Researcher & Engineer

Building the future of deterministic AI memory. Passionate about solving fundamental problems in AI reproducibility and state management.


🧬 Featured Work: Valori

Valori is a deterministic memory substrate for AI systems, replacing floating-point non-determinism with fixed-point arithmetic (Q16.16) to guarantee bit-identical memory states across all architectures.

Modern AI systems rely on vector embeddings... this design introduces fundamental non-determinism... We present Valori, a deterministic AI memory substrate...

📄 Research & Publications

Platform Resource Description
Arxiv Arxiv Valori: A Deterministic Memory Substrate for AI Systems
Hugging Face Hugging Face Full paper and community discussion
Google Scholar Google Scholar Academic citations and research history
Website Valori Official product page and documentation

� Tech Stack

Languages

Go Python Rust

AI & Data

TensorFlow PyTorch Scikit-learn Pandas

Web & Tools

React Next.js Docker Git Azure

📊 Coding Activity & Stats

Stats Profile Details

Activity Graph

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  1. valori valori Public

    A high-performance vector database library for Python that provides efficient storage, indexing, and search capabilities for high-dimensional vectors

    Python 16 1

  2. Valori-Kernel Valori-Kernel Public

    Valori is a Deterministic Memory OS that sits between intelligence (LLMs) and reality (devices, products, decisions).

    Rust 6 1