Ryan
@rwilliamspbg-opsLanguage Breakdown
Lines of code distribution across 19 owned repositories
Generalist Developer
G-shapedVersatile across many languages and paradigms
Collaboration Network
Global Impact visualization
Repos
22
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Haoyuan Zhao
@tinelee123
Dollar
@dollar25k
Islam Raad
@Islam-Raad-dev
ftruncate
@ftruncate
Nai64
@Nai64
Top Repositories
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 quantum-resistant ledger migration. Includes Go node agent + Python SDK v2.
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 maximum throughput and minimal latency on modern hardware.
An AI-orchestrated interactive sci-fi narrative platform featuring secure WASM sandboxing for system programming challenges, real-time learning progress tracking, and Byzantine Fault Tolerant (BFT) governance voting.
A high-performance prediction market aggregator, SAPM combines low-latency kernel-bypass networking with mathematical formal verification and Byzantine fault tolerance to deliver a resilient, quantum-resistant infrastructure for decentralized AI agents and predictive routing.
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 (TEEs) including AMD SEV-SNP, Intel SGX/TDX, and AWS Nitro Enclaves.
SampCert : Verified Differential Privacy
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 orchestration of 100M+ nodes via TPM 2.0 hardware-rooted trust. Features full-stack observability with Prometheus & Grafana, built-in tokenomics telemetry
An Open Source implementation of Notebook LM with more flexibility and features
A lightweight, secure local inference and management engine featuring multi-device layer splitting, PQC-secured edge offloading, and high-concurrency session management.
Open Source Impact
Contributions to external projects
