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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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Stream Episode

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Languages
Rust Go Python TypeScript

Systems & Performance
Linux Docker AF_XDP eBPF SIMD

Security & Cryptography
Post-Quantum zk-SNARKs TEE

◊ GITHUB ANALYTICS

◈ SYSTEM METRICS ◈






▣ CORE INFRASTRUCTURE STACK

Kernel-bypass networking, zero-copy datapaths, and formally verified transport.

◈ Repository ◇ Language ◈ Description ⬡ Stars ◇ License
Mohawk-Nexus Rust Go Unified high-performance network stack with AF_XDP kernel bypass, Go control plane + Rust datapath ⭐ 2 Other
SMIP-MWP Go Formally verified transport & routing protocol with hybrid PQC session security and zero-copy AF_XDP fast-path (Lean 4 proofs) ⭐ 1 Other
SMIP-MWP-Rust Rust Zero-copy AF_XDP datapath with AES-256-GCM + ChaCha20-Poly1305, lock-free routing, post-quantum KEX ⭐ 6 Other
Ghostlink Rust Turn spare local GPUs/CPUs into a low-latency, zero-config distributed LLM execution surface ⭐ 1 MIT

◈ FEDERATED LEARNING & ML

Byzantine-fault-tolerant, privacy-preserving, and formally verified distributed intelligence.

◈ Repository ◇ Language ◈ Description ⬡ Stars ◇ License
Sovereign-Mohawk-Proto Python High-scale FL (10M nodes) with formal BFT verification, 10ms zk-SNARKs, PQC overhaul (x25519-mlkem768, XMSS TPM) ⭐ 10⭐ Apache-2.0
Sovereign_Map_Federated_Learning Python Go Production-grade Byzantine-tolerant FL with Mohawk Protocol streaming aggregation (224x memory reduction) ⭐ 2 MIT
Mohawk-Inference-Engine Python Lightweight secure local inference with multi-device layer splitting, PQC edge offloading, high-concurrency sessions ⭐ 2 Apache-2.0
SovereignEdge-TEE-Agent Rust Hardware-secured, post-quantum edge agent with zero-copy remote offloading ⭐ 1 MIT
smp-tee-runtime Rust Hardened Rust runtime for FL aggregation (Multi-Krum, FedAvg) inside TEEs ⭐ 2 —
smp-zk-proofs Rust Verifiable aggregation ledgers with zk-SNARKs for distributed spatial networks ⭐ 2 MIT
SampCert Lean Verified Differential Privacy — machine-checked proofs ⭐ 2 Apache-2.0

◇ SOVEREIGN GLOBAL VERTICALS

Policy-gated federated learning for domain-specific global intelligence without raw data sharing.

◈ Vertical ◈ Repository ◇ Language ◈ Focus
🌍 Supply Chain Sovereign_Mohawk_SupplyChain_Global JavaScript Disruption prediction, carbon-compliant routing
🌱 Climate Sovereign_Mohawk_Climate_Global JavaScript Carbon tracking, risk analytics
🌾 Agriculture Sovereign_Mohawk_Agriculture_Global JavaScript Sustainable yields, climate resilience
🏥 Oncology Sovereign_Mohawk_Oncology_Global Python HIPAA/GDPR-compliant healthcare AI

◉ CRYPTOGRAPHY & TEE

Post-quantum primitives, confidential computing, and secure attestations.

◈ Repository ◇ Language ◈ Description
smp-tee-runtime Rust TEE-hardened FL aggregation runtime
SovereignEdge-TEE-Agent Rust PQC edge agent with zero-copy offloading
smp-zk-proofs Rust zk-SNARK verifiable aggregation ledgers
Autonomous-Mapping TypeScript ZK-biometric identity + ORB-SLAM3 spatial tracking
Sovereign-Map-V2 TypeScript Autonomous 3D mapping with ZK identity

◆ CREATIVE & EXPERIMENTAL

◈ Repository ◇ Language ◈ Description
SMP_Novels JavaScript AI-orchestrated sci-fi narrative with WASM sandboxing & BFT consensus
Sovereign-Agentic-Prediction-Market-SAPM-on-Sui-Core JavaScript BFT prediction market aggregator on Sui with kernel-bypass networking
Notebook LM Open TypeScript Open-source Notebook LM with extended flexibility

⚙ PUBLISHED CRATES

Memory-safe, high-performance, quantum-ready Rust components.

◈ Crate ◇ Version ⬡ Downloads ◈ Description
smp-zk-proofs v0.1.1 31 Verifiable aggregation ledgers with zk-SNARKs
smp-tee-runtime v0.1.0 14 TEE runtime for FL aggregation
ghostlink-core v0.1.0-alpha.0 15 Core types for Ghostlink secure transport
ghost-link v0.1.0-alpha.0 10 Zero-copy communication protocols

◈ CAPABILITY MATRIX

╔══════════════════════════════════════════════════════════════════════════════╗ ║ KERNEL-BYPASS NETWORKING ████████████████████░ AF_XDP • eBPF • Rust/Go ║ ║ TRUSTED EXECUTION ENVS █████████████████░░░ TEE • TPM 2.0 • SGX/TDX ║ ║ POST-QUANTUM CRYPTOGRAPHY ██████████████████░░ ML-KEM • XMSS • zk-SNARKs ║ ║ BYZANTINE FAULT TOLERANCE ███████████████████░ BFT • Formal Verification ║ ║ DISTRIBUTED ML / FL ████████████████████ 10M-node • Streaming Agg ║ ╚══════════════════════════════════════════════════════════════════════════════╝

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## ◇ CONNECT & SUPPORT

◈ LINKS ◈

🌐 WEBSITE • 💼 LINKEDIN Building systems that last — memory safe, quantum ready, and sovereign by design.

📍 Seattle, WA • 💰 Sponsor

$ ./mohawk-nexus --status
[OK]  Kernel-bypass:   ACTIVE  |  AF_XDP ring:  READY
[OK]  TEE Enclave:     SECURE  |  Attestation:   VERIFIED
[OK]  PQC Handshake:   XMSS+ML-KEM768  |  Latency:  10ms
[OK]  zk-SNARK Prover: ONLINE  |  BFT Consensus: SYNCED
[OK]  Sovereign Mode:  ENABLED |  Threat Model:  NATION-STATE

> _

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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