Skip to content
CK/SYSTEMS

Calvin

Developer · AI Engineer · Australia

Summary

  • Building AI agent systems with tool orchestration, sub-agent delegation, and comprehensive testing
  • Creating automation tools for video generation, Discord bots, and business workflows
  • Full-stack development across TypeScript, Python, React, and Node.js

Experience

AI Engineer

2024 - Present

Independent Projects

  • Building Content Machine - CLI tool for automated short-form video generation
  • Developing VibeCoord - Discord bot platform using OpenAI Agents SDK
  • Creating automation tools for business outreach and lead generation

AI Engineer

2024

Appaca (Industry Partner Project)

  • Built Python agent backend with StepRunner orchestrator for sequential tool execution
  • Implemented sub-agent delegation with depth/cycle protections
  • Achieved 95%+ test coverage with unit, integration, and E2E tests
  • Designed tool registry with JSON schema contracts and governance

Software Developer

2023 - Present

Macquarie College

  • Supporting educational technology systems
  • Developing internal tools and automation

Selected Projects

See detailed case studies at /projects

Skills

TypeScript Python React Node.js FastAPI OpenAI APIs Agent Systems Tool Orchestration MongoDB PostgreSQL Rust C# Discord Bots CLI Tools

Education

Bachelor of IT / Computer Science

Australian University

Expected 2025
Newsletter

Short notes on building AI agents in production.

One email when something worth sharing ships. No fluff, no daily cadence, no recycled growth-thread noise.

Primary use: consulting updates, governed AI workflow lessons, and major project writeups.