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vexis-x/README.md

📂 Vexis AI | Technical Dossier

Architecting the future of multiplication-free, on-device intelligence.

Welcome to the central repository for Vexis AI. We are a research-driven collective focused on structural sparsity, 1.58-bit quantization, and high-performance system design.


Identity Role Mission Focus
Dighvijay Chief Executive Officer Drives strategic operations, client relations, and front-facing brand expansion.
Mayank Sharma Chief Technology Officer Leads technical architecture, system logic, and AI research (BitKAN/Ternary logic).
Mayank Sangwan Core Partner Oversees organizational structure and strategic research alignment.

🧠 Research Foundations

We are currently pushing the boundaries of neural network efficiency through:

BitKANs: Exploring Kolmogorov-Arnold Networks with structural sparsity.

Ternary Basis Functions (TBFs): Eliminating multiplication in the inference layer.

On-Device Mesh: Distributed inference across consumer-grade hardware.


📬 Connect with VEXIS X

Domain: https://vexisx.in/

Corporate Email: vexis@vexisx.in

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