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horse-3903/README.md

Rafael Chong

Typing SVG

From Singapore | Training models, solving algorithms, breaking constraints

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About

AI researcher and full-stack developer at Hwa Chong Institution (JC). I work at the intersection of machine learning, economics, and cybersecurity, building systems that go from research question to deployed tool. Currently a CSIT Scholar; first-author arXiv paper on adversarial CAPTCHA design; NOAI Gold medalist.


Stack

Languages

Python C++ TypeScript JavaScript

ML / AI

PyTorch TensorFlow OpenCV scikit-learn

Web / Infra

Astro Flask AWS Linux


Projects


GitHub Streak

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  1. adaptive-cv-roi adaptive-cv-roi Public

    Python package to train and deploy YOLOv11 models with adaptive ROI tracking for real-time image processing

    Python 2

  2. ytmusicapi ytmusicapi Public

    JavaScript package for fetching YouTube Music metadata and embedding it into downloaded MP3 files

    JavaScript

  3. fastest-descent-simulation fastest-descent-simulation Public

    Simulation of the Fastest Descent Problem and Optimisation through the Evolutionary Algorithm

    C++ 1

  4. ml-non-convex-optimisation ml-non-convex-optimisation Public

    Research project approximating and optimising non-convex functions using machine learning and evolutionary algorithms

    Python 1 1

  5. NTU-UAV-Research NTU-UAV-Research Public

    Research on obstacle detection and avoidance for DJI Tello drones using deep learning depth estimation and image processing

    Python 1 1

  6. timetable-generator timetable-generator Public

    Forked from HCI-CTP/timetable-generator

    Python package to collect timetable data from aSc Timetable Generators and sync with Google Calendar

    Python 1