2022Analytics Engineering Lead
Unified Metrics Hub
Centralised metrics platform standardising KPIs and refreshing executive scorecards in minutes instead of hours.
data vizmachine learning
Problem
Executives were making decisions from conflicting KPI decks generated by hand with stale extracts.
Goal
Provide a governed metrics hub that syncs definitions across teams and automates board-ready scorecards.
Approach
Modeled shared dimensions in Snowflake, orchestrated Dagster assets for incremental freshness, and shipped a React experience with row-level security.
Results & Impact
Leadership now reviews the same trusted KPIs, refreshed nightly, with drill-ins for operational owners.
-60%
Report prep time
Reduction in analyst effort per cycle.
25 teams
Metric adoption
Cross-functional groups using the hub.
95%
Freshness SLA
Dashboards refreshed before 8am daily.
Gallery
Responsive snapshots highlighting key workflows and insight moments.
Tech Stack
- Snowflake
- PostgreSQL
- Dagster
- React