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andrewtclin/README.md

TC. Lin


  • 🎓 Master of Computer Science - Queensland University of Technology (QUT)

  • 🎓 Bachelor of Science - The University of Queensland (UQ)

  • 💼 Expertise rooted in building ML models with robust software applications.

  • 💼 Participated in the development of one of the most extensively used Industrial 4.0 solutions in Taiwan's AI-driven Industrial Automation landscape.

  • 💼 Developed large complex ERP systems for Taiwan's Central Government.

  • 💼 Co-manages a freelance software business - JAStudio Technology

🖥️ Personal Projects & Achievements

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  1. software-system-holistic-design software-system-holistic-design Public

    Designed an extensive, comprehensive, reusuable board game framework that can be widely reused. Numerical Tic Tac Toe is implemented using the framework, with pdf user manual available.

    C#

  2. ai_image_center_solution ai_image_center_solution Public

    The Image Storage Centre Solution for AI Image Labelling is an enterprise application that offers an innovative image storage solution similar to Google Drive.

    JavaScript

  3. fruit_vision_model fruit_vision_model Public

    This app is trained with 100 classes of fruits using EfficientNetB2.

    Jupyter Notebook 1

  4. drowsiness-detections drowsiness-detections Public

    Deep learning model that implements YOLOv5 to determine the drowsiness of a person.

    Jupyter Notebook

  5. ml-airline-satisfaction-prediction ml-airline-satisfaction-prediction Public

    A comprehensive data science analysis of airline company satisfaction. A ML model was trained upon utilizing the analyzed insight, obtaining the score of >90%.

    Jupyter Notebook

  6. ai_image_brush_tool ai_image_brush_tool Public

    This is an AI image labelling brush tool, allowing to upload, label, and download labelled labels of an images with coordinates.

    JavaScript