AI System Optimizer

An AI-powered desktop application that monitors system performance, analyzes RAM and CPU usage in real time, detects heavy processes, and provides intelligent optimization insights for developers and power users.

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Features

Real-Time System Monitoring

• Live CPU usage tracking
• Live RAM usage tracking
• Auto-refreshing dashboard
• Real-time process monitoring

Interactive Dashboard

• Modern dark-themed UI
• Live performance graphs
• Process usage table
• Responsive desktop interface

Process Analysis

• Detect top RAM-consuming applications

• Display active processes with:

  • Process Name
  • PID
  • RAM Usage %

• Sort processes dynamically

Intelligent Alerts

• High RAM usage detection
• System health status monitoring
• Performance bottleneck identification

Future Features

• AI-based optimization suggestions
• Memory leak detection
• One-click optimization
• Process priority management
• System cleanup tools
• Export performance reports
• EXE packaging

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Tech Stack

Language

• Python

GUI Framework

• PyQt6

System Monitoring

• psutil

Graphing

• matplotlib

Version Control

• Git & GitHub

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Project Structure

ai-system-optimizer/
│
├── ai/
│   └── recommendation_engine.py
│
├── database/
│
├── gui/
│   └── dashboard.py
│
├── monitor/
│   ├── cpu_monitor.py
│   ├── process_scanner.py
│   └── ram_monitor.py
│
├── optimizer/
│   └── cleaner.py
│
├── assets/
│
├── main.py
├── requirements.txt
├── README.md
└── LICENSE

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Installation

Clone Repository

git clone https://github.com/visshalb2007/ai-system-optimizer.git

Move Into Project Folder

cd ai-system-optimizer

Create Virtual Environment

python -m venv venv

Activate Virtual Environment

Windows

.\venv\Scripts\activate

Install Dependencies

pip install -r requirements.txt

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Running The Application

Run GUI Dashboard

python gui/dashboard.py

Run RAM Monitor

python monitor/ram_monitor.py

Run CPU Monitor

python monitor/cpu_monitor.py

Run Process Scanner

python monitor/process_scanner.py

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Screenshots

Dashboard

(Add screenshots here later)

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Current Progress

• RAM Monitoring
• CPU Monitoring
• Process Scanner
• Live Dashboard
• Dark Theme UI
• Live Performance Graphs
• Process Table

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Upcoming Improvements

• AI Recommendation Engine
• Memory Leak Detection
• Temperature Monitoring
• System Optimization Engine
• Startup App Analyzer
• One-Click Cleanup
• Export Reports
• EXE Installer

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Why This Project?

Modern developer workflows consume massive system resources due to:

• Browsers
• IDEs
• Docker containers
• AI tools
• Background applications

This project aims to provide:

• Better visibility into system performance
• Intelligent recommendations
• Real-time optimization assistance
• A modern lightweight monitoring experience

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Author

Visshal Balaji

• GitHub: https://github.com/visshalb2007
• LeetCode: https://leetcode.com/VISSHALB2007

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License

This project is licensed under the MIT License.