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README.md

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 # SteadyState-Detector
 
-This is a code to experiment with socket connections (something I haven't done very extensively).
-It turned out to be much easier than I originally thought.
-I also was able to get some experience working with multi-threading from a server perspective.
-This is pretty different from my experience with multi-threading primarily from an accelerating numerical calculations' perspective.
-I wrote this in Java just to fill out my portfolio with code samples in different programming languages.
+A Java-based project demonstrating socket programming and multi-threaded server architecture.
+Application of this project is detecting when a time series signal has reached steady state.
 
+## Overview
+
+This is a practice project to gain familiarity with communicating via network sockets as well as multi-threading from a server perspective.
+This augments my experience with multi-threading primarily from a numerical calculations' perspective.
+
+## Key Features
+
+- **Socket Programming**: Implementation of client-server communication via network sockets
+- **Multi-threaded Server**: Handling multiple client connections simultaneously
+- **Java Implementation**: Developed entirely in Java to showcase proficiency in the language
+
+## Technical Highlights
+
+This project provided experience with:
+- Creating and managing socket connections
+- Implementing thread management for server applications
+- Handling concurrent client communications
+- Error handling in networked applications
+- Safe memory access in multi-threaded code in Java (through mutex like wrapper class)
+
+## Future Improvements
+
+- Add more robust error handling
+- Implement more rigorous approaches for detecting steady-state of time series.