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👋 Hi, I'm Sai Medhini Reddy Maryada

I'm a Software Development Engineer at Amazon, contributing to OpenSearch — a distributed search and analytics engine. I’m passionate about building scalable, developer-friendly systems and growing open-source communities.


🔧 What I Work On

  • Maintainer: opensearch-py, opensearch-php, dashboards-flow-framework — led key feature development, triaged issues, reviewed 100+ PRs, and engaged with community contributors.
  • Automated full API generation pipelines across multiple languages using OpenSearch specs — reduced manual effort and ensured consistency across client SDKs.
  • Introduced YAML-based test runners to boost coverage and catch backward compatibility issues before release.
  • Designed and integrated client-side performance metrics into benchmarking workflows, enabling early detection of latency bottlenecks in OpenSearch client libraries.
  • Built and maintained full-stack features using React.js, TypeScript, Redux, and Jest/Cypress for Dashboards Flow Framework — shipped major components and authored 90%+ of test coverage.
  • Merged opensearch-dsl-py into opensearch-py, simplifying the Python client experience and reducing maintenance overhead.
  • Led and contributed to release engineering for opensearch-py and dashboards-flow-framework — managed pipelines, created changelogs, and ensured timely, stable rollouts.
  • Mentored open-source contributors through the OpenSearch College Initiative — created a hands-on YouTube tutorial with 2K+ views to guide new contributors.

🛠️ Tech Stack

Languages:    Python | PHP | Go | Java | TypeScript | JavaScript | Ruby | SQL
Frameworks:   React | Spring Boot | PySpark | Flask | JUnit | Cypress | Jest
Infra & DevOps: AWS | Docker | Kubernetes | GitHub Actions | Jenkins | Terraform
Data:         Snowflake | DynamoDB | Redshift | PostgreSQL | MongoDB
Others:       Power Apps | Tableau | Power BI | YAML | Bash

📫 Contact


_"Build, break, debug, repeat — until it’s scalable, reliable, and beautiful."

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