Building a Blockchain Analytics Dashboard for Technical and Business Users

Blockchain data is dense by nature: timestamps, hashes, token amounts, and protocol-specific figures that mean a lot to a technical user and very little to a business stakeholder trying to make a decision. The platform needed one interface that worked for both audiences without dumbing down the data for one group or overwhelming the other.

I built the analytics UI around reusable KPI cards and tables that could present the same underlying data at different levels of detail depending on where they appeared, along with filtering and search so users could narrow large datasets down to what actually mattered to them. Because some of the datasets involved were large, pagination and incremental loading were built in from the start rather than added later, keeping the interface responsive instead of trying to render everything at once. Multiple backend endpoints were connected into one consistent data layer, so the frontend didn't need to know or care which service a particular metric came from.

1. 01

   Created filtering and search across large, multi-source datasets.

2. 02

   Built reusable KPI cards and tables that adapt to different levels of detail.

3. 03

   Connected multiple backend endpoints into one consistent data layer.

4. 04

   Handled large datasets efficiently through pagination and incremental loading.