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Ratnapradeep/README.md

Hi, I'm Ratnapradeep 👋

🎓 Computer Science Engineer
🧪 Former SDET (Software Development Engineer in Test)
🔬 Nanotechnology Student – JNTUA
🚀 Focused on Distributed ML Systems, Kubernetes Control Planes, and Workflow Orchestration Infrastructure

🧠 Technical Interests

  • Kubernetes & Argo Workflows
  • Kubeflow Pipelines Architecture
  • Go Backend Systems
  • React & TypeScript
  • Testing & Debugging Infrastructure
  • Developer Experience (DX) Improvements

🔍 Current Focus

  • Studying Kubeflow Pipelines end-to-end architecture
  • Analyzing backend–frontend interaction in distributed ML systems
  • Improving debugging workflows and failure visibility
  • Exploring structured error classification mechanisms

🛠 Tech Stack

Languages

Python · Go · Java · TypeScript

Infrastructure

Kubernetes · Docker · Argo Workflows · MySQL

Frontend

React · Material UI

Testing

Selenium · Automation Framework Design

🎯 Goal

To contribute to large-scale open-source systems by improving reliability, observability, and debugging experience in distributed ML platforms.

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