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  • Institut Teknologi Sepuluh Nopember
  • Surabaya
  • 20:00 (UTC +07:00)
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swardiantara/README.md

Hi there, I'm Swardiantara ๐Ÿ‘‹

PhD in NLP for Log Analytics | Open-Source Enthusiast

I hold a PhD in Computer Science from the Institut Teknologi Sepuluh Nopember (ITS), where my research focused on NLP-based Information Extraction from Drone Flight Logs for digital forensic investigations. I had the honor of being supervised by Prof. Tohari Ahmad (a Stanford University Top 2% Scientist) and Dr. Hudan Studiawan, two esteemed researchers in their fields.

My passion lies in bridging the gap between academic research and practical application by building robust, open-source tools. For a comprehensive look at my publications, projects, and professional background, please visit my main site: swardiantara.github.io.


๐Ÿš The DroneNLP Initiative

My PhD work and related projects are part of an open-source initiative to advance drone forensics using NLP. You can explore the components here:

  • ๐Ÿ“– Project Documentation: The central hub for all documentation related to the research.
  • ๐Ÿ“š Dataset Collection: A curated repository of datasets used and produced during the research.
  • โš™๏ธ NLP Toolkit (Under Development): A suite of tools for drone log analysis.

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  1. dfler dfler Public

    DFLER: Drone Flight Log Entity Recognizer to Support Forensic Investigation on Drone Device

    HTML 8 2

  2. droner-cosine droner-cosine Public

    Transformer-Based Named Entity Recognition on Drone Flight Logs to Support Forensic Investigation

    Python 2

  3. drone-definition drone-definition Public

    Towards Terms Definition Extraction in Drone Forensics using Large Language Mode

    Jupyter Notebook

  4. drone-sentiment drone-sentiment Public

    Transformer-based Sentiment Analysis for Anomaly Detection on Drone Forensic Timeline

    Python 2 2

  5. DroLoVe DroLoVe Public

    Severity-Oriented Multiclass Drone Flight Logs Anomaly Detection

    Jupyter Notebook

  6. DroneLog DroneLog Public

    Interpretable Anomaly Severity Detection on UAV Flight Log Messages

    HTML 1 1