Skip to content
View swardiantara's full-sized avatar
5 followers · 13 following
  • Institut Teknologi Sepuluh Nopember
  • Surabaya
  • 22:53 (UTC +07:00)
  • LinkedIn in/swardiantara

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Block or report swardiantara

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
swardiantara/README.md

Hi there, I'm Swardiantara 👋

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.

🚁 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:

  • 📖 Project Documentation: The central hub for all documentation related to the research.
  • 📚 Dataset Collection: A curated repository of datasets used and produced during the research.
  • ⚙️ NLP Toolkit (Under Development): A suite of tools for drone log analysis.

Pinned Loading

  1. dfler dfler Public

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

    HTML 7 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