Fix Your Broken Data. Build Scalable Analytics Systems.
I help companies design and implement reliable data architectures using Snowflake, dbt, and modern data stacks — so your dashboards finally make sense.
I help companies design and implement reliable data architectures using Snowflake, dbt, and modern data stacks — so your dashboards finally make sense.
Most companies don't have a data problem.
They have a data trust problem.
I help teams:
Understand current pipelines, tools, and pain points
Create a clean, scalable architecture tailored to your needs
Implement robust pipelines and data models
Add monitoring, testing, and alerting
Optimize performance and cost as you grow
Best for: Teams with broken dashboards or unreliable data
👉 Outcome: Clear plan to fix your data systems
Best for: Companies building or scaling their data stack
👉 Outcome: Scalable, production-grade data platform
Best for: Teams facing pipeline failures & silent data issues
👉 Outcome: No more "why is this number wrong?" moments
Best for: Growing teams needing ongoing guidance
👉 Outcome: Senior expertise without full-time cost
Problem: Dashboard numbers didn't match across platforms
Solution: Rebuilt pipeline using Snowflake + dbt
Result: 100% data consistency across reports
Problem: High warehouse costs
Solution: Query optimization + warehouse restructuring
Result: Reduced cost by 40%
Problem: Slow and confusing dashboards
Solution: Data model restructuring + UX improvements
Result: Faster load time + better usability
I'm a Data Architect specializing in modern data platforms and marketing analytics systems.
With hands-on experience in Snowflake, pipeline design, and dashboard optimization, I help companies turn unreliable data systems into scalable, trusted platforms.
I focus on solving real-world data challenges — not just building pipelines, but ensuring they work reliably in production.
If your data is unreliable, slow, or hard to scale — let's talk.
📩 Email: hemamalinib@gmail.com