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ahalp90/README.md

Hi, I'm Ariel.

I'm currently finishing a Master of IT.

Featured Projects
Computer Vision Sports Analytics (badminton stroke classifier) - Extends the state-of-the-art BST CV + time-series architecture, recording new top benchmarks on the published ShuttleSet evaluation set.

  • Part of a group-project repo (currently WIP). The src/bst_refactor/ subtree is my contribution, covering model build and data pipeline. Currently in build: a new model layer to overcome the feature signal ceiling, adding RGB input from a fine-tuned X3D-S backbone.

LSTM Market Classifier - Time-series inference model and data pipeline.

  • Analytical write-up, Python scraper modules and detailed notebook.
  • Most of the implementation code is private, but shoot me a message if you're working on something similar and want to talk about it.

Other projects include a Java Chess GUI, Java Ordering System and Relational Database with Custom Views.

Pinned Loading

  1. lstm-market-classifier lstm-market-classifier Public

    Deep learning binary classifier for financial time-series inference. End-to-end build: API scraper, data cleaning pipeline, feature engineering, and dual-tower LSTM model.

    Jupyter Notebook

  2. Kira-Le/badminton_stroke_classification Kira-Le/badminton_stroke_classification Public

    WORK IN PROGRESS - Badminton Stroke Classification using Computer Vision (Contribution to long-term Badminton Objective Player Grading Project)

    Python 4 2

  3. Chess-GUI Chess-GUI Public

    Java Swing chess interface extracted from multiplayer chess application

    Java