About
Senior data-platform judgment for reliable systems.
AlphaData is an independent technical practice focused on database and data-platform reliability, schema-change risk, cost visibility, and controlled AI-assisted operations.
Ship small, inspectable systems first.
Separate architecture claims from measured production outcomes.
Make independent work explicit instead of presenting it as client proof.
Keep integration choices reversible until the product need is clear.
Technical background
The work draws on more than 20 years of database and data-engineering experience across PostgreSQL, AWS, Snowflake, dbt, Fivetran, Oracle, SQL Server, and related platforms. Independent AlphaData projects are published separately as reference implementations and are not presented as client engagements.