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rwilliamspbg-ops/README.md
Mohawk Nexus Banner

rwilliamspbg-ops (Ryan)

Founder @ Sovereign Mohawk Proto LLC
Systems Engineer building sovereign, memory-safe, and quantum-resistant infrastructure for distributed ML and high-performance networking.

MOHAWK NEXUS SOVEREIGN • HIGH-PERFORMANCE • QUANTUM-RESISTANT

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  🌐 WEBSITE     •     💼 LINKEDIN     •     💰 SPONSOR  



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◈ CAPABILITY MATRIX

NATIVE RUNTIME MATRIX STABILITY DEPLOYMENT STRUCTURAL ARCHITECTURE
KERNEL-BYPASS NETWORKING 🟩🟩🟩🟩🟩🟩🟩🟩🟩⬜ 90% AF_XDPeBPFRust/Go
TRUSTED EXECUTION ENVS 🟩🟩🟩🟩🟩🟩🟩🟩⬜⬜ 80% TEETPM 2.0SGX/TDX
POST-QUANTUM CRYPTO 🟩🟩🟩🟩🟩🟩🟩🟩🟩⬜ 90% ML-KEMXMSSzk-SNARKs
BYZANTINE FAULT TOLERANCE 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩 100% BFTFormal Verification
DISTRIBUTED ML / FL 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩 100% 10M-nodeStreaming Agg

◊ GITHUB ANALYTICS

Live telemetry logging for public systems, commit velocities, and language execution.

📊 ENGINE METRICS 🚀 CODEBASE STREAM 🧬 COMPILER CORE
METRIC TYPE: Dev Velocity

QUANTUM CAPACITY:
4,000+ Commits / Year

View Commits →
METRIC TYPE: Repositories

PUBLISHED MODULES:
24+ Active Public Repos

Explore Repos →
METRIC TYPE: Environment

PRIMARY RUNTIMES:
Rust • Go • TS • Python

Inspect Stack →

▣ CORE INFRASTRUCTURE STACK

◉ ROTATING REPO SHOWCASE

🐺 MOHAWK-NEXUS 🛡️ SMIP-MWP-RUST 🌐 SOVEREIGN-MOHAWK 🔮 GHOSTLINK
SYSTEM TYPE: Kernel-Bypass

Kernel bypass activates Go control plane using AF_XDP high-speed rings.

View System →
PROTOCOL TYPE: Crypto / ZK

Zero-copy datapath executing memory-safe post-quantum cryptography.

View Protocol →
VERTICAL TYPE: Federated ML

10M-node Byzantine fault-tolerant streaming aggregation infrastructure.

View Vertical →
INFERENCE TYPE: Edge LLM

Distributed local surface splitting layers across distributed edge nodes.

View Inference →

◈ FEDERATED LEARNING & ML

Privacy-preserving, machine-checked, and hardware-secured distributed models.

🌐 SOVEREIGN-MOHAWK 🗺️ SOVEREIGN_MAP ⚙️ MOHAWK-INFERENCE 🛡️ SOVEREIGNEDGE-TEE
Python Core

High-scale FL engine optimized with 10ms zk-SNARK verifiers.

View Repo →
Python / Go

Byzantine-tolerant network implementing streaming data updates.

View Repo →
Python Engine

Secure local edge inference with multi-device execution splitting.

View Engine →
Rust Agent

Confidendential agent managing zero-copy remote network offloading.

View Agent →
🦀 SMP-TEE-RUNTIME 📜 SMP-ZK-PROOFS 📐 SAMPCERT
Rust Environment

Hardened runtime execution for FedAvg inside secure enclaves.

View Runtime →
Rust Cryptography

Verifiable aggregation ledgers built with succinct zk-SNARK proofs.

View Cryptography →
Lean 4 Proofs

Machine-checked mathematical formal verification for privacy bounds.

View Proofs →

◊ SOVEREIGN GLOBAL VERTICALS

Policy-gated federated nodes for industry verticals without raw data leakages.

🌏 Supply Chain 🌱 Climate 🌾 Agriculture 🩺 Oncology
JavaScript Architecture

Disruption predictive systems and carbon-compliant routing models.

View Node →
JavaScript Analytics

Carbon ledger analytics and distributed risk matrices.

View Node →
JavaScript Core

Sustainable crop yields and environmental resilience runtimes.

View Node →
Python Healthcare AI

HIPAA/GDPR-compliant zero-knowledge oncology engines.

View Node →

◉ CRYPTOGRAPHY & TEE

Confidential compute primitives and zero-knowledge identity pipelines.

🤖 AUTONOMOUS-MAPPING 🗺️ SOVEREIGN-MAP-V2
TypeScript Runtime

Cryptographic zero-knowledge biometric validation integrated with ORB-SLAM3 tracking.

Inspect Tracking →
TypeScript Core

Secure autonomous 3D spatial engines utilizing decentralized identity checks.

Inspect Spatial →

◆ CREATIVE & EXPERIMENTAL

📚 SMP_NOVELS 📈 SAPM-ON-SUI-CORE 📝 NOTEBOOK LM OPEN
JavaScript Runtime

AI-orchestrated sci-fi narratives sandbox-isolated via WASM cells.

Explore Sandbox →
Sui Move Ecosystem

Agentic prediction token market running low-latency networking bypasses.

Explore Market →
TypeScript Open Source

Ingestion layout replacement designed for localized offline model use.

Explore Engine →

⚙ PUBLISHED CRATES

📜 smp-zk-proofs 🦀 smp-tee-runtime ⛓️ ghostlink-core 🔌 ghost-link
VERSION: v0.1.1

Verifiable aggregation ledgers built with zk-SNARKs.

Crates.io →
VERSION: v0.1.0

Secure TEE runtime environment for FL aggregation.

Crates.io →
VERSION: v0.1.0-alpha.0

Core cryptographic types for Ghostlink secure transport.

Crates.io →
VERSION: v0.1.0-alpha.0

High-speed zero-copy communication protocols.

Crates.io →

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## 🖥️ MOHAWK-NEXUS SYSTEM MONITOR
SUBSYSTEM STATUS TELEMETRY PROTOCOL
Kernel-Bypass Layer ACTIVE AF_XDP Ring Buffer Ready
TEE Enclave Runtime SECURE Hardware Attestation Verified
Post-Quantum Cryptography ONLINE XMSS + ML-KEM768 Key Exchange
zk-SNARK Aggregator ONLINE Zero-Knowledge Prover Synced
Sovereign Mesh Network ENABLED Threat Profile: NATION-STATE

📍 Location: Seattle, WA  |  Status: Sovereign Mode ENABLED

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  1. Mohawk-Nexus Mohawk-Nexus Public

    A unified repository managing the Mohawk network stack. Integrates Go control planes (AF_XDP host integration & bridge request ingestion) with Rust datapaths (routing, crypto, & consumer mechanisms…

    Python 2 2

  2. Sovereign-Mohawk-Proto Sovereign-Mohawk-Proto Public

    High-scale Federated Learning (10M nodes) with formal BFT verification. Features 10ms zk-SNARKs and a 2026 PQC Overhaul: enforcing x25519-mlkem768 hybrid KEX, XMSS TPM-attestation, and epoch-based …

    Python 10 1

  3. Sovereign_Map_Federated_Learning Sovereign_Map_Federated_Learning Public

    Sovereign Map is a production-grade, Byzantine-tolerant Federated Learning framework. Utilizing the Mohawk Protocol for streaming aggregation, it achieves a 224x memory reduction, enabling secure o…

    Python 2

  4. SMIP-MWP-Rust SMIP-MWP-Rust Public

    High-performance Rust datapath for SMIP-MWP. Zero-copy AF_XDP networking with integrated crypto (AES-256-GCM + ChaCha20-Poly1305), lock-free routing, and post-quantum key exchange. Engineered for m…

    Makefile 6 1

  5. smp-tee-runtime smp-tee-runtime Public

    A minimal, hardened Rust runtime for executing critical federated learning aggregation logic (e.g., Multi-Krum, Federated Averaging) entirely within hardware-enforced Trusted Execution Environments…

    Rust 2

  6. Mohawk-Inference-Engine Mohawk-Inference-Engine Public

    A lightweight, secure local inference and management engine featuring multi-device layer splitting, PQC-secured edge offloading, and high-concurrency session management.

    Python 2