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Devasurya-26/README.md

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👨‍💻 About Me

name      : Devasurya S
role      : Entry-Level Software Engineer
education : B.Tech IT — Panimalar Engineering College (2022–2026)
focus     : Java Development · Full Stack · Software Engineering
status    : 🟢 Open to opportunities
  • 🔭 Built an AI-Based SSH Brute Force Attack Detection System with 97% accuracy
  • 📄 Published IEEE Research Paper on Intrusion Detection Systems
  • 💡 Strong foundation in Java, Data Structures & Web Technologies
  • 🌱 Currently exploring Spring Boot, ASP.NET MVC & Cloud Deployment
  • 🎯 Targeting roles in Software Engineering, Java & Full Stack Development

🛠️ Tech Stack

Languages

Java Python JavaScript HTML5 CSS3

Database

MySQL

Tools & Platforms

Git GitHub VS Code

🚀 Featured Project
Project AI-Based SSH Brute Force Attack Detection System
Duration Nov 2025 – Apr 2026
Accuracy 🏆 97% Detection Rate
Impact 📉 35% Reduction in False Alerts
Published 📄 IEEE Research Paper

📌 Description

Developed an ML-based cybersecurity solution to detect SSH brute force attacks in real-time using behavioral analysis and ensemble learning techniques.

✅ Key Features

  • 🌲 Random Forest + XGBoost ensemble model
  • 📊 Real-time Attack Detection Dashboard
  • 🔍 Log Monitoring System with behavioral analysis
  • ⚡ Low latency detection pipeline

🧰 Tech Used

Python Scikit-Learn XGBoost MySQL HTML5 CSS3 JavaScript

🏆 Achievements

🥇   97% Accuracy — ML-based Cybersecurity Project
📄   IEEE Research Paper — Published on Intrusion Detection System

📜 Certification

Certificate Issuer Date
Python Programming GUVI Geek Networks August 2023

🎓 Education

Degree Institution Year
🎓 B.Tech — Information Technology Panimalar Engineering College 2022 – 2026
📚 HSC Shri Renuga Vidhyalayam Matric Hr. Sec School 2021 – 2022
📝 SSLC Shri Renuga Vidhyalayam Matric Hr. Sec School 2019 – 2020

💼 Target Roles

Software Engineer   Java Developer   Full Stack Developer   Backend Developer   Software Developer

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