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Aryan Tiwari
All workNPC Capital

Multi-chain Monitor

EVM, Solana and SUI consolidated from three dashboards into one, cutting analysis time 45% and backing strategies that moved $2M+.

Year
2025
Role
Full Stack · Contract
Context
NPC Capital
Multi-chainEVMSolanaSUI

Three dashboards became one, and analysis time dropped 45%. EVM, Solana and SUI activity normalised into a single surface backing strategies that moved $2M+.

The problem

The desk was running one dashboard per chain. Three sets of semantics, three refresh cadences, three definitions of what a "position" was. Every cross-chain question became manual reconciliation, and the reconciliation was where the mistakes lived.

The approach

The hard part is not reading three chains. It's agreeing on what the rows mean.

  • A normalisation layer that maps EVM, Solana and SUI primitives onto one internal model — so a position is a position regardless of where it sits
  • Per-chain indexers behind a shared interface, letting each chain's quirks stay contained instead of leaking into the UI
  • A single real-time surface, with the per-chain view kept available for when the detail actually matters

Results

  • 3 dashboards consolidated into 1
  • 45% less analysis time on routine cross-chain questions
  • Analytics supporting strategies across 5+ chains, influencing $2M+ in deployments

What it demonstrates

Consolidation reads like a UI project and is really a data-modelling one. Once the three chains shared a vocabulary, the interface was the easy part — and the reconciliation errors stopped because there was nothing left to reconcile.