Challenge
Market data is abundant but fragmented. The product needed to turn constantly changing signals into an interface that feels immediate, trustworthy, and easy to scan.
Real-time fintech · Case study
LiveBTCNow
A focused Bitcoin intelligence product combining live market data, interactive price charts, and AI-assisted financial insights.
My role
Product strategy · Architecture · Full-stack engineering
Next.jsMarket APIsAI
The assignment
Make the difficult thing feel obvious.
Key decision
Separate the live market-data layer from AI interpretation, then design the interface around progressive disclosure: price first, context second, deeper analysis on demand.
Outcome
A fast, focused decision-support experience that makes live conditions and longer-term signals readable in one place.
System view
Architecture people can reason about.
A strong system makes its transformations visible. Each layer has one job and a clear contract with the next.
01
Market APIs
Normalized price and trend data
02
Next.js
Rendering, orchestration, and UI
03
AI layer
Contextual interpretation
04
Investor
Clear, actionable market view
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