project
Self-service data-quality platform
Designed a self-service platform for defining, running, monitoring, and investigating data-quality checks across distributed data workloads.
tag
#data-quality
5 items · 3 projects · 2 feed items
projects
project
Schema-aware data validator
Built a Python validation library that turns sample events into editable contracts with reusable field-level quality rules.
project
Cloud-native data-quality platform
Led development of a configurable data-quality platform with reusable connectors for profiling, validation, and reconciliation across varied sources.
feed
post
Why data contracts matter more than dashboards
Dashboards usually reveal a data problem after it has travelled through half the platform. Data contracts move the conversation upstream: clear schemas, ownership, compatibility rules, and a better way to change pipelines.
post
Building a programmatic data-quality platform that teams actually adopt
Architectural pattern for a multi-tenant data-quality platform across many teams. Why centralising contracts beats centralising data, and how the SDK + control plane + fact/dim store pattern works regardless of which tools you reach for.