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johnm-dta/README.md

👋 About Me

I’m a Senior Technical Advisor (AI) for the Australian Public Service, with a background spanning Systems Engineering, Cyber Security, Deep Reinforcement Learning (DRL), and Project Management. My work focuses on the intersection of AI, simulation, and security in complex, critical environments.

🛠️ Skills & Expertise

  • AI & Deep Reinforcement Learning (DRL)
  • Systems Engineering
  • Simulation & Modelling
  • C4ISR Systems
  • Project Management
  • Cyber Security
  • Root Cause Analysis
  • Situation Management

🧠 Domain Specialisations

  • Artificial Intelligence & Machine Learning
  • Simulation, Modelling, and Game Design
  • Cyber Security (with a focus on safety-critical applications)
  • C4ISR (Command, Control, Communications, Computers, Intelligence, Surveillance and Reconnaissance)

💡 Key Projects

  • Keisei: A DRL tech demonstrator teaching an AI to play Shogi, also serving as a proof of concept for a modular DRL training harness.
  • Esper: An implementation of "Morphogenetic Architectures"—a novel framework for adaptive neural networks, enabling localized, seed-driven evolution within otherwise static models.
  • Elspeth: An audit-ready orchestrator built on the Sense/Decide/Act framework.

🎲 Personal Interests

  • Deep Reinforcement Learning
  • Simulation & Modelling
  • Game Theory and Design

🗨️ Availability

I’m open to consultation and technical discussion! However, due to my Autism Spectrum Disorder (ASD), I can’t reliably commit to long-term collaborations.

Popular repositories Loading

  1. johnm-dta johnm-dta Public

    Config files for my GitHub profile.

  2. agentic-coding-threat-model agentic-coding-threat-model Public

    A threat model for AI-assisted software development in government systems — wiki and discussion paper

    Shell

  3. errorworks errorworks Public

    Composable chaos-testing services for various pipelines.

    Python