Data Platform Engineering
Design and build scalable platforms for analytics, reporting, operational workloads, and enterprise data initiatives.
Data Engineering · Snowflake · Cloud Platform Consulting
Consulting for scalable data platforms, Snowflake delivery, and intelligent automation.
I help teams design, modernize, and automate production-grade data systems across Snowflake, AWS, migration programs, reconciliation, and AI-enabled engineering workflows.
Snowflake
AWS
Data Migration
AI Automation
Platform focus
Reliable data systems with automation built in.
Consulting Focus
Specialized support for teams building modern data platforms.
Shiwin.in helps organizations design, modernize, and automate cloud data platforms that are reliable, scalable, and easier to operate.
The focus is on Snowflake, AWS, data migration, reconciliation, platform automation, and AI-powered data engineering. I help teams move from complex manual processes to reusable frameworks, cleaner delivery, and trusted business data.
The work goes beyond building pipelines. It includes platform architecture, engineering standards, deployment automation, operational readiness, and long-term improvements that make data platforms easier to maintain and grow.
Services
Hands-on consulting across platform design, migration, automation, and data trust.
Snowflake Engineering
Develop secure, high-performance Snowflake solutions for modeling, ingestion, Snowpark, optimization, governance, and automation.
Cloud Data Architecture
Architect AWS-native data solutions using infrastructure as code, serverless patterns, automation, and modern engineering practices.
Data Migration & Modernization
Lead replication, transformation, validation, reconciliation, and cutover strategies for large-scale modernization programs.
Platform Automation
Build reusable frameworks and automated deployment pipelines that improve productivity and operational reliability.
AI-Powered Data Solutions
Explore practical GenAI applications for data quality, operational intelligence, engineering productivity, and decision-making.
Current Focus
Building platforms that are reliable today and ready for what comes next.
Snowflake Platform Engineering
Data Architecture
Terraform & Infrastructure as Code
AI-Powered Data Engineering
Platform Reliability
Cloud-Native Data Systems
Technical Leadership
Data Product Development
Ready to Transform Your Data Platform?
Whether you're modernizing to Snowflake, optimizing AWS data architecture, building AI-powered solutions, or improving data quality and governance, let's discuss how to move from complexity to clarity.
Great data platforms are not built by moving data from one system to another. They are built through strong architecture, automation, operational excellence, engineering discipline, and continuous innovation.