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219 followers · 578 following
  • Central Washington University
  • Ellensburg, Washington
  • 02:30 (UTC -07:00)
  • LinkedIn in/a-williams-tech

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@CWU-VKD-LAB
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AvaAvarai/README.md

🔹Lifelong programmer now back in school, finishing dual Bachelor of Science degrees in Computer Science and Applied Mathematics.

Primary author of: "Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates" for international conference IV2024: AI&VKD – 5th AI and Visual Knowledge Discovery written with Dr. Boris Kovalerchuk.

Research Interests

    🔹AI/ML     🔹Deep Learning     🔹Visual Knowledge Discovery     🔹Natural Language Processing     🔹Data Mining

Work

    🔹 [Active] Research Assistant on interpretable visual machine learning.
    🔹 [Active] Computer Science algorithm analysis tutor.
    🔹Mathematical Coding Teaching Assistant teaching Python to mathematics students.
    🔹Computer Science Teaching Assistant for fundamentals, data structures and algorithms, and computer architecture.
    🔹Full-Stack Developer on insurance processing automation, server monitoring tooling, and a ticketing system.
    🔹Web Application Developer for small businesses and individuals.
    🔹Linux Server Administrator at multiple game server start-ups.

Web Projects

    🔹Priority Todo Manager for MLH Crimson Code Hackathon 2024 (CWU CS Club Team)
                🔹winning Most Creative Use of Redis Cloud sponsor award DevPost
    🔹 Stock Viewer WebApp for CS480 (Advanced Software Engineering)
    🔹 Splash webpage in HTML/CSS/vanilla JavaScript for CWU CS Club
    🔹 Personal portfolio webpage made in HTML/CSS/vanilla JavaScript for CS446 (User Interface Design)
    🔹 Whiteboard drawing app in React, original demo in HTML/CSS/vanilla JavaScript for CS446 (User Interface Design)
    🔹 Personal portfolio webpage made from a Jekyll template for CS380 (Intro to Software Engineering)

Pinned

  1. DCVis DCVis Public

    @CWU-VKD-LAB research project to build visual machine learning models with multidimensional visualizations and interactive classification tools.

    Python 1 2

  2. EmbedQA EmbedQA Public

    Semantic embedding-based system for question answering from PDFs with visual analysis tools.

    Python

  3. VKD_Tools VKD_Tools Public

    Visual Knowledge Discovery tools for interactively visualizing, exploring, and identifying complex n-D data patterns in multivariate CSV data, to visualize machine learning classifier models.

    Python 4 1

  4. CVis CVis Public

    Renders CSV data in Parallel Coordinates + Scatter Plot, handles large datasets. Zoom, pan, stretch, scale using keyboard, invert of attributes with mouse click.

    C 1

  5. Java-Parallel-Coordinates-Vis Java-Parallel-Coordinates-Vis Public

    Java Parallel Coordinates Visualization Tool, to visualize multidimensional/multivariate CSV data with Java Swing.

    Java 1

  6. DataAnalysisNotebook DataAnalysisNotebook Public

    This data analysis notebook demonstrates lossless, lossy visualizations techinques, and classification methods. We demonstrate analysis of scientific data on hot-swappable datasets.

    Jupyter Notebook