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Focusing
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  • Dresden, Germany
  • 09:28 (UTC -12:00)

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pjaswin/README.md

Typing SVG

🎓 Researcher in the Telekom Department at TU Dresden, working at the intersection of Artificial Intelligence and Communication Networking.

I specialize in applying machine learning and deep learning techniques to improve networking systems—particularly around traffic prediction, anomaly detection, and intelligent routing.

📨 Connect with me on LinkedIn

💡 Current Focus

🔬 Exploring AI for Networking – using neural networks to build smarter, adaptive communication systems. For context, see this AWS blog post: Networks for AI and AI for Networks – AWS and Orange's journey.

📚 Publications

A selection of my work is available on Google Scholar, including research in AI-based networking and related fields. Checkout my full list here:

🔗 Aswin P Jagadeesh – Google Scholar

🧠 Tech Stack

  • Languages: Python
  • Frameworks: TensorFlow, Flask, Django
  • Domains: Machine Learning, Deep Learning, AI for Networking

⚽️ A Bit About Me

"Football for life, Manchester United in blood." ❤️🖤

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  1. Detecting-DoS-attack-in-SDN-using-Machine-Learning Detecting-DoS-attack-in-SDN-using-Machine-Learning Public

    A network intrusion detection system (NIDS) on the SDN controller is the solution proposed in this paper for detecting DoS attacks in the SDN network

    Jupyter Notebook 2

  2. adversarial_attack_analysis_and_defense_mechanisms_for_dnn_based_ids_in_sdn adversarial_attack_analysis_and_defense_mechanisms_for_dnn_based_ids_in_sdn Public

    Jupyter Notebook

  3. isrlab-ev3dev-vehicle-network isrlab-ev3dev-vehicle-network Public

    Project for ISRLAB Course

    Python 1

  4. PERFORMANCE-COMPARISON-OF-HYBRID-ENCRYPTION-MODELS PERFORMANCE-COMPARISON-OF-HYBRID-ENCRYPTION-MODELS Public

    This project aims to conduct a comprehensive analysis and comparison of hybrid cryptographic systems using following algorithms AES , Blowfish, RSA, ECC

    Python 1

  5. sa_renewable_energy_community sa_renewable_energy_community Public

    Software Architecture Project for Manage Renewable energy usage and production

    Python

  6. gesture-recognition-opencv-mediapipe gesture-recognition-opencv-mediapipe Public

    Jupyter Notebook