Designing and deploying high-availability compute environments, local clusters, and scalable network architectures. Experienced in CAN Bus diagnostics, hardware-level performance tuning, and SOHO networking optimization.

Engineering robust tools, scripts, and interactive projects using Python and Go. Focused on writing clean, efficient code, building modular components, and developing custom IDE integrations.

Configuring and managing local Large Language Models (LLMs) via Ollama and specialized hardware. Custom-building agentic extensions and workflow automation tools to streamline development pipelines.