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  • Deuex Solutions Pvt Ltd
  • Mumbai,India

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@open-metadata

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ayush-shah/README.md

Ayush Shah — building the context layer for trusted data

Backend & Data Platform Engineer

I build metadata ingestion and backend systems that make data easier to discover, govern, and trust.

Solutions Engineer at Deuex · Working as a Software Engineer with client Collate on OpenMetadata since 2021

Connect with me on LinkedIn Explore my merged OpenMetadata pull requests

Current count of my merged public pull requests in the open-metadata organization

Data sources → secure ingestion → metadata & lineage → quality & trust

What I've built

Selected public contributions. Each link goes to the merged pull request behind the work.

01 / Secure ingestion across cloud and identity

Added AWS RDS IAM authentication for MySQL and PostgreSQL metadata ingestion. The change crossed Python connection handling, schema, Java service conversion, tests, and connector docs. I also work with Okta, Google OAuth, Keycloak, and SSO integrations.

02 / Data platforms, profiling, and quality

Added manifest support and profiling improvements for data lake ingestion, including S3, GCS, and ADLS readers. Extended data quality and profiling for Databricks Unity Catalog and improved BigQuery project discovery, credentials, and nested metadata handling. Snowflake is another platform I know in depth.

03 / Discovery, dashboards, and lineage

Contributed ingestion connectors for Tableau, Metabase, and Power BI, plus Tableau lineage. My metadata work also spans Airflow, Fivetran pipelines, OpenSearch Dashboards, Kafka bootstrap servers, and Schema Registry.

04 / Safer backend behavior

Added validation and a conservative migration for ingestion pipeline configurations across Java and Python. Improved SQL query safety with parameterized construction and regression coverage. Extended the Python SDK's data contract methods.

05 / Documentation and developer experience

Built out the public OpenMetadata demo catalog, updated Python SDK documentation, clarified Context Center MCP documentation, and improved a release branch GitHub Actions workflow. I've also contributed extensively to Collate documentation.

Technologies I work with

Backend & search
Python Java Dropwizard Django SQL OpenSearch Elasticsearch
Services, SDKs, migrations, query safety, debugging, and root cause analysis.

Data platforms & metadata
Snowflake Databricks BigQuery Redshift Data lakes Tableau Power BI Airflow Fivetran OpenSearch Dashboards Kafka Schema Registry
Ingestion, profiling, data quality, governance, lineage, observability, discovery, and Context Center.

Cloud, identity & delivery
AWS RDS Glue EC2 ALB Secrets Manager Systems Manager Parameter Store Okta Google OAuth Keycloak SSO Docker Kubernetes GitHub Actions
Connecting secure infrastructure to data services and reliable developer workflows.

Selected tool icons: Python, Java, Django, Elasticsearch, AWS, Docker, Kubernetes, and GitHub Actions

GitHub activity

Six months of contribution activity shown on Ayush Shah's public GitHub profile

The heatmap shows days with contributions on my publicly visible GitHub calendar. The PR count above separately covers authored PRs merged in public open-metadata repositories. Both cards come from the refresh script and scheduled workflow.

Beyond the code

I investigate production issues, run root cause analysis, and ship fixes. I coordinate four support teammates and one documentation teammate, and have contributed heavily to OpenMetadata documentation and Collate documentation. I work with Claude Code and Codex alongside VS Code and IntelliJ IDEA.

Earlier independent projects

LinkedIn · X · GitHub · Source notes

Pinned Loading

  1. open-metadata/OpenMetadata open-metadata/OpenMetadata Public

    The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

    TypeScript 15.5k 2.5k