About

I design and implement low-level, high-reliability systems, with an emphasis on correctness, security, and long-term maintainability.

My work spans:

  • LLM model training, inference pipelines, and applied AI systems
  • applied cryptography, secure transport layers, and system hardening
  • cybersecurity engineering, red-team operations, and security audits
  • distributed networks and overlay protocols
  • Kubernetes-based infrastructure, automation, and large-scale data pipelines
  • Big Data processing and high-performance computing workloads
  • research-driven tooling and system prototypes

Repositories here include both production-grade work and experimental, OSS-first research exploring system design trade-offs and emerging architectures.

Selected Work

AI/LLM/LM

  • shellog - Transforms natural language into shell commands, code, and explanations-powered entirely by your local Ollama instance. No cloud. No API keys. No telemetry. Your prompts never leave localhost.
  • lc - Your Private AI Coding Assistant
  • swarmshield - The Social Dynamics Simulator That Analyses Past, Models Present and Predicts Future
  • lattice-mp - Distributed ML Engine / MPI / HPC

Blockchain

  • beamrift - Blockchain. 100,000 TPS. 6 Chains. Zero Downtime. Quantum-Safe. Nation-Ready.
  • orb-ledger - orb-ledger is a groundbreaking distributed ledger that uses Low Earth Orbit (LEO) contact windows as consensus epochs. Block validity is anchored to deterministic orbital mechanics
  • tonkey - TON Blockchain Gateway
  • zk-guard - Zero-Knowledge + Trusted Execution Environment Policy Executor

Cyber/Defence

  • honeyforge - A blazing-fast, production-ready honeypot for detecting and logging sophisticated cyber attacks
  • lanwatch - Real-time LAN flow analyzer with lightweight ML inference
  • sentinel-edge - 🛡️ Lightweight, deterministic edge defense for OpenWrt routers and embedded Linux
  • ssh-mirage - Invisible SSH Through TLS - Hide Your SSH Traffic in Plain Sight
  • NoetherOS - The Unbreakable Mobile OS - The Sovereign Mobile Fortress for a Post-Quantum World, a next-generation secure mobile operating system born from deep-core R&D in hardened cybernetics - inspired by GraphanaOS
  • noether-relay - Air-gapped pairing for secure Linux companion bridges

Robotics/Drone

  • NAVscout - AI-Powered Autonomous Drone Navigation & Object Tracking for Raspberry Pi 5

Compiler

  • obx07 - A minimal, auditable Oberon-07 compiler written in Rust that emits LLVM IR
  • luax - Luax - A Real Compiler for Lua
  • vella - A tiny, elegant functional language with a serious compiler core

RF Engineering/SATCom

  • skyrake - Fleet-grade spectrum reconnaissance for ground stations and satellite operations
  • spectrax - The RF Intelligence Platform That Sees Everything
  • leo-mucpu - A deterministic LEO satellite flight computer emulator for radiation hardness validation and fault injection testing
  • ravengrid - Multi-spectral drone detection grid: RF + Acoustic + Thermal + Optical + Starlink Bistatic
  • rfQ - rfQ is a minimal secure transport micro-stack for radio + satellite links

Scientific

  • minotaur - MINOTAUR is a deterministic numerical framework for reduced-order modeling of compact low-bypass turbofan cycles operating in constrained subsonic regimes
  • mc-quantileshield - MC-QuantileShield: Statistical Threshold Estimation via Bootstrap Resampling
  • mc-driftwatch - MC-DriftWatch: Statistical Detection of Distribution Shifts in Time Series Data via Block Bootstrap Monte Carlo Methods
  • curvtime-mpi - Relativistic Clock Corrections in Earth’s Gravitational Field: A Weak-Field Computational Framework
  • csv-r2s - High-Performance Anomaly Detection for Hostile Telemetry Data

Tooling

  • fcmesh - Pocket-sized serverless with real Firecracker microVMs

(See GitHub profile for active public development.)

Research & Venture Interests

I occasionally explore research and system prototypes with potential for commercialization, particularly in:

  • AI systems, including LLM training, evaluation, and inference architectures
  • cybersecurity engineering, red-team methodologies, and security auditing
  • blockchain architectures, decentralized protocols, and cryptoeconomic systems
  • security, applied cryptography, and system hardening
  • data platforms, Big Data processing, and high-performance pipelines
  • distributed infrastructure and large-scale systems

Exploratory discussions are welcome.

Contact

Support

If this work saves you time or helps your projects: Support options → /support