Advancing edge-native artificial intelligence through foundational compiler infrastructure.
We engineer the proprietary mathematical frameworks that allow tier-1 enterprise models to execute natively on consumer hardware without semantic collapse.
Explore Our AssetsFlagship Asset
QTensor Compiler Engine
QTensor
A proprietary compiler utilizing Closed-Form Analytical Decomposition to radically compress deep learning models. By bridging subspace residuals, QTensor reduces 9B parameter architectures to 4.8GB VRAM footprints while maintaining pristine semantic retention (>70% MMLU) and 100% AST syntactic validity.
74%
VRAM Footprint Reduction
14.7 TPS
Sustained Generation (RTX 5080)
~70%
MMLU 5-Shot Semantic Retention
About ZeroFold
ZeroFold is a deep-tech research and development laboratory and the core intellectual property holding entity for breakthrough AI compiler technologies.
Based in Australia, we operate at the intersection of hardware optimization and advanced linear algebra. Our mission is to decouple frontier AI performance from centralized data centers, enabling strict data privacy and autonomous capability directly on edge devices.
Leadership & R&D
The Team
Founder & Director
Lead Systems Architect
Creator of the QTensor analytical decomposition framework. Oversees algorithmic strategy and corporate development.
Senior Compiler Engineer
Role Active / Hiring
Focusing on AST parsing validity, intermediate representation optimization, and LLVM backend integration.
Senior Systems Engineer
Role Active / Hiring
Focusing on CUDA kernel optimization, memory bandwidth utilization, and PCIe pipeline acceleration.
Corporate Development
ZeroFold is currently structuring a standard Post-Money SAFE note ($500k at a $12M Valuation Cap) to accelerate our R&D pipeline and hire core compiler talent. The QTensor product is currently gated under Enterprise MNDA for tier-1 strategic technical evaluation.