Physical & Agentic.
Engineering logic enclosures for mission-critical systems. Surviving the noise of AI hallucination through rigorous architecture.
EPOCH // 2026
I’m a hands-on engineer making a deliberate pivot into data automation via personal study.
I don't write traditional syntax; I architect logic systems, orchestrate multi-agent AI workflows, and act as the vital human-in-the-loop to ensure digital models actually try to solve real-world, physical problems using minimal to no code interfaces.
PANTHEON_OS
System Integrations
AI Systems & Automation Developer
Architected multi-model AI workflows, using models like Opus to audit codebases and Gemini to authorize fixes before implementation. Treated AI troubleshooting like a mechanical engineering problem: isolating faults, switching to "planning mode" (Lockout/Tagout), and verifying logic before execution.
Configured and optimized local, offline AI models to run efficiently on specific hardware limits. Actively tracked and mapped the trajectory of generative AI and synthetic data to understand their future impact on business security and intelligence.
Senior Product Design & Field Engineer
Utilized 3D CAD environments as a rapid-feedback, logic-driven sandbox to quickly build, break, and iterate complex physical assemblies for defence applications.
Industrial design duties to oversee SDR implementation into major transit lines. Expanded into field operations overseeing operational deployment of C2 systems, setting up MANET networks via IPV4 schema.
Systems Architecture
Transitioning fail-safe design principles from physical hardware constraints to digital data flows.
AI & Vibe Coding
Directing multi-agent AI workflows (utilizing Gemini and Opus) to generate, audit, and deploy logic pipelines.
Industrial Troubleshooting
Applying physical manufacturing quality assurance (like Non-Destructive Testing) to software and data logic checks.
Technical Translation
Explaining high-level AI, data structures, and system bottlenecks to non-technical teams using grounded, mechanical analogies.
Rapid Iteration
Deep ability to hyper-focus within complex environments (from 3D CAD to terminal interfaces) to rapidly prototype and test solutions.
Education & CPD
Google Cloud Skills Boost: Data Engineer. HNC: Electronic and Electrical Engineering.
Solidworks Design Associate. IPC-610 Electronics Inspection trained.
I operate as the final cryptographic signer. The "Pilot's Seat" ensuring no code implementation occurs without a reasoning-check grounded in real-world physics and systems architecture.
Initiate Sequence