Seth Ainsley
Team Lead, Network Operations & AI Integration Specialist
I bridge enterprise infrastructure leadership with practical AI engineering. With over a decade managing high-availability networks and self-hosted environments, I help businesses and teams eliminate operational friction, automate manual practices, and build custom AI-powered workflows.
AI Business Services & Workflow Transformation
Practical, grounded interventions designed to streamline day-to-day operations and unlock new efficiency.
Process & Workflow Audits
Deep-dive analysis of your team's current manual routines to identify bottlenecks, redundant steps, and prime targets for AI automation.
Custom AI Tool Development
Tailored web applications, database-backed LLM agents, and automated data pipelines designed specifically around your operational domain.
Infrastructure & Self-Hosting
Secure, cost-effective containerized deployments (Docker/Unraid/Cloud) that keep your business data private while leveraging cutting-edge LLMs.
Demonstrated Work & Case Studies
Real projects demonstrating AI applications, database architecture, and infrastructure.
AI Kitchen Planner
Proprietary full-stack web application designed for intelligent meal inventory management and recipe optimization. Integrated with OpenAI API and agentic workflows, connecting to a PostgreSQL database hosted in Docker on a self-hosted Unraid server.
AI Agent Repository Automation
Implementation of autonomous AI coding agents (Google Jules / Codex) in GitHub Actions pipelines to perform automated N+1 SQL query optimization, pull request validations, unit test generation, and code refactoring.
48 TB Self-Hosted Server Ecosystem
Architected and built a high-density Unraid home server hosting PostgreSQL database clusters, Docker containers, automated media/metadata proxies, and self-hosted AI models for local data sovereignty.
Government Network Operations Lead
Directing Network Operations (NCS) for the BC Ministry of Citizens' Services. Leading incident resolution, change management, and emergency network deployments for critical public infrastructure.
Live AI Activity & Commit Feed
Automatically synchronized from GitHub commits and AI agent automated pull requests.
Ready to Transform Your Workflows with AI?
Let's explore how tailored AI automation, process refactoring, or custom software can eliminate daily friction for you or your business.