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mahbub2649/README.md

Hi there, I'm Md Mahbub Islam! πŸ‘‹

πŸš€ Software Engineer | AI & Cybersecurity Enthusiast
πŸ“ Turku, Finland
πŸ“§ mdmahbub3852@gmail.com
πŸ”— LinkedIn | GitHub | GitLab


πŸ› οΈ Tech Stack & Skills

Programming Languages & Frameworks:
πŸ”Ή Python | Java | C++ | Golang | SQL
πŸ”Ή TensorFlow | PyTorch | Keras | Scikit-learn
πŸ”Ή Django | Flask

AI/ML & Data Science:
πŸ€– Machine Learning | Deep Learning | NLP | Computer Vision
πŸ“Š Data Preprocessing | Feature Engineering | Model Deployment

Cybersecurity:
πŸ”’ Penetration Testing | Vulnerability Assessment | Secure Coding
πŸ”‘ Encryption (AES, RSA) | OWASP | Ethical Hacking

DevOps & Cloud:
☁️ AWS | Google Cloud
🐳 Docker | CI/CD Pipelines | Git

Databases & Tools:
πŸ—„οΈ MySQL | PostgreSQL | SQLite
πŸ› οΈ Wireshark | Metasploit | Burp Suite


πŸŽ“ Education

πŸŽ“ Master of Science in Computer Science (AI & Cybersecurity)
πŸ“ Γ…bo Akademi, Finland | 2022 – 2024
πŸ“ Thesis: "AI-Driven Intrusion Detection Systems for Securing Cloud Environments"
πŸ”— Read Thesis

πŸŽ“ Bachelor of Science in Computer Science
πŸ“ Daffodil International University, Bangladesh | 2013 – 2017


πŸ”¬ Research & Publications

πŸ“„ "An Evaluation of Transformer Models for Early Intrusion Detection in Cloud Continuum" (IEEE CloudCom 2023)
πŸ”— IEEE Paper


πŸ’Ό Work Experience

Project Assistant | Γ…bo Akademi (AidoArt & VeriDevOps Solutions)

πŸ“† April 2023 – August 2024
πŸ”Ή Developed AI models for detecting malicious traffic in IoT networks
πŸ”Ή Conducted vulnerability assessments on network protocols
πŸ”Ή Integrated real-time security monitoring solutions

Software Engineer | Standard Technologies Limited

πŸ“† May 2018 – April 2021
πŸ”Ή Designed & developed secure web applications
πŸ”Ή Implemented security measures to prevent cyber threats


πŸ”₯ Featured Projects

πŸ”Ή AI-Based Intrusion Detection System
πŸš€ Developed a machine learning-based IDS for real-time threat detection
πŸ”— GitLab Repo

πŸ”Ή Deep Learning for Malicious Traffic Detection
πŸ“Œ Built a CNN-based model to classify malware with 98% accuracy


🌍 Languages

πŸ—£οΈ English (Fluent)


πŸ’‘ Passionate about AI, Cybersecurity, and Building Secure Applications! πŸš€
🌱 Always Learning & Innovating πŸ€–πŸ”’

Pinned Loading

  1. Java-Multi-threaded-Socket-Chat Java-Multi-threaded-Socket-Chat Public

    A multithreaded socket chat system made in java.

    Java

  2. k8s-on-premise-cluster-vagrant k8s-on-premise-cluster-vagrant Public

    Local Kubernetes cluster using 3 nodes to explore everything in locally.

    Shell

  3. node_rag node_rag Public

    JavaScript