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Hey, I'm Tyson 👋

Cloud & Platform Engineering Lead at hivo.co in Perth, WA. I build infrastructure that doesn't fall over at 3am.

What I'm Building

Right now I'm focused on AWS infrastructure, Kubernetes orchestration, and figuring out how to make LLMs useful in production (spoiler: it's harder than the demos make it look).

Day-to-day tech:

  • Cloud: AWS (certified 4x), Azure, Terraform, CDK
  • Containers: Kubernetes, Docker, ECS
  • Code: Python, TypeScript, Go, Shell
  • Data: PostgreSQL, Redis, data pipelines, analytics platforms
  • AI/ML: PyTorch, LangChain, working with various LLMs

Previously at Insurance Commission of WA and other places in Perth and Singapore. B.Sc Computer Science from NUS.

Recent Projects

Open Source Resource Lists

I curate resources for stuff I actually use:

  • awesome-biostatistics - Clinical trials & medical research tools (300+ resources)

    • Started this because I needed to learn the space and couldn't find a good list
    • Now includes regulatory compliance, statistical tools, and clinical data standards
  • awesome-n8n - Workflow automation ecosystem (380+ resources)

    • Community nodes, templates, enterprise integrations
    • Security best practices and hosting guides
  • awesome-vibe-coding - AI coding assistants

    • Cursor, GitHub Copilot, Windsurf, and the rest
    • Submitted to sindresorhus/awesome

Built Things

  • n8n-mcp-demo - Cross-platform workflow automation with Docker
  • daily-learning - Tracking my 30-day contribution streak (currently 23/30)
  • AWS data platforms - Production infrastructure for analytics and ML

Games

  • Google Play - Android puzzle game

Current Streak

🔥 23 days of daily contributions (goal: 30) 📝 28 PRs open across different projects ⭐ 670+ repos starred (probably too many) 💬 25 issue comments - trying to be helpful, not spammy

What I'm Contributing To

Mostly documentation, infrastructure code, and tooling improvements. Recent stuff:

  • Fixed awesome-list compliance for DynamoDB resources (PR to Alex DeBrie's repo)
  • Apache Arrow doctest bug fixes
  • CI/CD workflows for Rust projects
  • Kubernetes documentation improvements
  • Database backup automation

Tech I Actually Use

Click to expand

Languages Python TypeScript Go

Cloud & Infrastructure AWS Kubernetes Terraform Docker

Data & AI PostgreSQL Redis PyTorch

Stats

Currently Learning

  • How to make Kubernetes not feel like fighting a hydra
  • Clinical data standards (CDISC, HL7 FHIR, OMOP)
  • Making LLMs work reliably in production
  • Rust (slowly but surely)

Find Me

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Perth, WA 🦘 • Probably debugging something right now

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