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Currently: Building in Production

I don't build demos.
I build things that run.

Systems Built

How I Think

I build systems that solve real problems. Not demos, not tutorials, not clones.

My work spans Python middleware, voice AI pipelines, and white-labeled SaaS. I care about decisions, tradeoffs, and outcomes — not just code.

Python AWS Node.js PostgreSQL Docker Figma FastAPI React TypeScript
  • Ship to production, not to portfolio.
  • Constraints produce better decisions than freedom.
  • Measure outcomes, not effort.
  • Read the error message before asking for help.
  • Build the boring version first.

Live Proof

Let's Talk

ragul.apoffl@gmail.com
Ragul Arumugam