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Swanand Wagh

@swanandwagh

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Data and AI Platform Architect at ATOS building autonomous data engineering agents with Amazon Bedrock.

India

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At ATOS, I architect and build autonomous data engineering agents using Amazon Bedrock and Bedrock Agent Core, including MCP servers and agent accelerators.

At Roche, I owned the architecture and evolution of legacy data platforms into modern AWS platforms for analytics and AI/ML use cases. I also contributed to data architecture, modelling, governance, and reliability standards across data products.

At Cognizant Technology Solutions, I designed and implemented data integration solutions for financial risk assessment and regulatory reporting. I also built data quality and governance frameworks using SQL, PL/SQL, Shell Scripting, and Python.

Earlier, at Wipro Technologies, I led ETL development and data migration projects, including historical data migration frameworks. I hold a Bachelor of Engineering in Electronics & Telecommunication and a Databricks Certified Data Engineer Professional certification.

Experience

Work history, roles, and key accomplishments

Current

Architect - Data and AI Platforms

Current

ATOS

Jan 2026 - Present (10 months)

Leading the design and development of modern data and AI platforms, including architecting autonomous data engineering agents and defining architectural blueprints for legacy modernization.

Amazon Bedrock MCP Agentic AI AWS Snowflake Databricks Data Architecture Healthcare Insurance

Technical Lead - Data Architect

Roche

Jul 2021 - Jan 2026 (4 years 6 months)

Led enterprise-scale data platform architecture and modernization initiatives, designing complex data platforms and contributing to data architecture, governance, and reliability standards.

AWS Airflow Python S3 Gitlab CI CD PostgreSQL Lambda SQL Redshift Step Functions Data Architecture Data Modeling Data Governance Data Privacy Mentorship

Lead Data Engineer

Cognizant Technology Solutions

Oct 2017 - Jul 2021 (3 years 9 months)

Led complex data integration and engineering initiatives for financial services, designing end-to-end solutions for risk assessment and regulatory reporting, and building data quality and governance frameworks.

SQL Pl SQL Shell Scripting Python Data Integration Data Quality Data Governance Agile Mentorship

Senior ETL Developer

Wipro Technologies

Oct 2015 - Oct 2017 (2 years)

Led complex ETL development projects and data migration efforts, optimizing data load and transformation processes and building frameworks for historical data migration.

ETL Data Migration Performance Optimization SQL Data Warehouse