edit: technical.md

Author: JMR825

README.md

@@ -7,7 +7,7 @@
 FinOptima is an AI-driven financial analytics platform built for **OSC AI Build 1.0**, a global hackathon organized by Open Source Connect (OSC). The project combines live market data, machine learning, clustering, and portfolio optimization to help users analyze stocks and generate smart investment insights in an interactive dashboard.
 
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-<div align="center"> ![design](/docs/Finoptima.png) </div>
+<div align="center"> ![design](docs/FinOptima.png) </div>
 ## Dashboard Showcase
 
 ### Main Analytics Interface
@@ -17,22 +17,22 @@ FinOptima is an AI-driven financial analytics platform built for **OSC AI Build
 <div align="center"> ![Live Prices of Stocks](docs/Live%20Price%20Board.png) </div>
 
 ### Portfolio Summary
-<div align="center"> ![Portfolio Summary](/docs/Portfolio%20Summary.png)</div>
+ <div align="center"> ![Portfolio Summary](docs/Portfolio%20Summary.png)</div>
 
 ### Asset Allocation Charting Panel
 <div align="center"> ![FinOptima Asset Allocation](docs/allocation.png) </div>
 
 ### Expected Return vs Volatility
-<div align="center"> ![FinOptima Returns](/docs/Returns.png) </div>
+ <div align="center"> ![FinOptima Returns](docs/Returns.png) </div>
 
 ### Price Trends (Daily)
-<div align="center"> ![FinOptima Trends](/docs/Price%20Trends%20(Daily).png) </div>
+ <div align="center"> ![FinOptima Trends](docs/Price%20Trends%20(Daily).png) </div>
 
 ### Price Trends (Intraday)
-<div align="center"> ![FinOptima Trends Intraday](/docs/Price%20Trends%20\(Intraday.png)) </div>
+<div align="center"> ![FinOptima Trends Intraday](docs/Price%20Trends%20(Intraday).png) </div>
 
-### Stock Clusters && Correlation Matrix & Stock Analysis Table 
-<div align="center"> ![FinOptima Trends Intraday](/docs/clusters%20corr%20Matrix%20and%20analysis%20table.png) </div>
+### Stock Clusters, Correlation Matrix & Analysis Table
+<div align="center"> ![Clusters and Correlation Matrix](docs/clusters%20corr%20Matrix%20and%20analysis%20table.png) </div>
 
 
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docs/System Architecture.png

@@ -2,7 +2,7 @@
 
 ## System Architecture
 
-![System Architecture](/docs/System%20Architecture.png)
+![System Architecture](System%20Architecture.png)
 
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