Market Valuation Engine
A Yahoo Finance market commentary system for reading liquidity, sector rotation, quality rerating, valuation stretch, and chase risk.
Embedded Surface
Market Intelligence console.
This is the only project console currently embedded in alvin-lim.com.
Input Console
Market Intelligence Console
Live runs are enabled for company-level analysis. Larger market scans are shown as demo outputs to avoid provider timeouts on free hosting. This is not financial advice.
Ticker format: uppercase letters only, 1-6 characters.
Output Panel
researchMarket Intelligence System
Live output from the Market Intelligence Render API.
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duration
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timestamp
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Select a mode and generate output to view the terminal report.
How it works
The model evaluates macro regime, sector relative strength, company quality proxies, valuation stretch, and crowding signals before forming a narrative market-structure read.
Why it matters
It turns market noise into a layered explanation of where capital is moving and where risk may be building.
What I learned
A useful research tool should separate signal, narrative, and action instead of pretending every insight is a trade.
Limitations
Some macro inputs need external data feeds. Outputs are research commentary, not buy or sell recommendations.
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