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Hi 👋 I'm Tim!

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About Me

I am a recent Data Science and AI graduate from Nanyang Technological University. I have a strong interest in exploring the applications of deep learning to solve everyday problems.

Projects

  • Implemented image augmentation strategies for a semi-supervised image segmentation technique (FixMatch) here.
  • Implemented generated soft targets to improve action recognition networks (STGCN) here.

Open to Opportunities

I am actively seeking job opportunities in the field of Machine Learning/AI, as well as software engineer roles. I am also interested in learning more about Web3/Blockchain technologies.

Open-Source Contributions

I have contributed to the SSL4MIS repository for medical image segmentation.

Skills and Tools

Python R Java LaTeX Jupyter Notebook

PyTorch TensorFlow Keras WandB

Vim Git GitHub

License

All projects are available under the MIT License.

Timothy Tan's Projects

dsai-projects icon dsai-projects

This repository contains links to all the projects done thus far by DSAI students

mmaction2 icon mmaction2

Final Year Project: Action Recognition with MMAction2

music-controller icon music-controller

Personal project following tutorial to learn full stack development with React and Django

mystars icon mystars

A console based course registration application for School Project

semisup-semseg icon semisup-semseg

Applying FixMatch with CT Augment to image segmentation problems

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

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