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Melting hardware into math.
At MuleinLabs, we engineer differentiable hardware, polymorphic ciphers, and reconfigurable cryptography.
The public research wing of Digital Defiance, an open-source engineering guild and 501(c)(3) charity.

I build continuous-to-discrete logic synthesis loops, shatter historical ciphers, and push Apple Silicon to its physical limits. Beyond high-level software abstractions, we write Metal compute shaders, evolve Yosys netlists under Red Team pressure, and architect fail-closed systems.

Expect deep-dives into:
- Reconfigurable Homomorphic Computing: Running exact torus FHE on commodity tensor graphs.
- Adversarial Hardware Synthesis: Turning Verilog gates into mutable Float32 tensors (TensorLUT).
- Polymorphic Ciphers: Breaking historical ciphers (U-534) and building ciphers that grow under fire (E256).
- Apple Silicon Optimization: Maxing out Accelerate for local cryptographic pipelines.