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rileyg98/README.md

Hi, I'm Riley

Senior Backend & Systems Architect

I build high-performance, strictly typed infrastructure from the bare metal up. My work focuses on translating fragmented ecosystems—whether that means parsing disparate blockchain VMs or managing high-dimensional LLM contexts—into unified, low-latency execution layers.

I care deeply about data sovereignty, strict type safety, and zero-trust architecture. If it requires dynamic, loose typing at scale, I'm probably rewriting it in Rust.

🏗️ What I Build

  • AI-Native Infrastructure: Stateful LLM reasoning pipelines, custom Qdrant vector-RAG engines, and deterministic backend services that treat LLMs as core reasoning engines rather than stateless chatbots.
  • High-Frequency DeFi Routing: Cross-chain liquidity execution engines using in-memory graph traversal across heterogeneous VMs (EVM, Solana, TON).
  • Zero-Trust Custodial Systems: Highly concurrent Rust/tokio architectures secured via HashiCorp Vault, air-gapped IBVXLANs, and autonomous vTPM/LUKS unlocking sequences.
  • Bare-Metal Infrastructure: I run my own private cloud topologies using Proxmox VE, LXC, Terraform, OpenZFS, and 40Gb Infiniband.

🛠️ The Stack

  • Languages: Rust, Go, TypeScript, Python, SQL
  • Systems & Infra: Proxmox, LXC, Kubernetes, Terraform, OpenZFS, Infiniband
  • AI & Data: Qdrant, RAG Architecture, ONNX, Agentic Pipelines
  • Security & Web3: HashiCorp Vault, KMS, FIDO2, LayerZero, CCTP

🔬 Background

While working on distributed systems and crypto architecture, I have also taken time to act as a biochemistry researcher, applying AI/ML techniques to modeling protein synthesis pathways and biopolymers. I apply that same scientific rigor to software architecture.

📫 Reach out: LinkedIn | ORCID

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