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My name is Shu Heng, a Y2 CS & Math student @ NUS

My passion lies in applied and trustworthy AI, but I'm always on the lookout to learn more about how technology can help us solve problems.

In my free time I like swimming and sketching, I also am a sucker for the outdoors, where I'm often caught trying to climb a mountain during the summers :)

Ongoing

  • maintainer / contributor for the CS2040S repo
  • trying to survive cs bellcurve
  • trying to survive math bellcurve
  • heading to uwaterloo for exchange
  • research interests: ML compression, Trustworthy AI, Diffusion Models

yeoshuheng's Projects

cycle-gan icon cycle-gan

Failed attempt at using Cycle Generative Adversial Neural Networks aimed to conduct unpaired image to image style transfer on Monet paintings. Developed in Python 3 with Keras & Tensorflow API.

finbert icon finbert

Financial Sentiment Analysis with BERT

get-started-with-jax icon get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

kanye-west-app icon kanye-west-app

This is a Kanye West application. It's purpose is to Kanye West. Built for AndroidOS.

lc-dlora icon lc-dlora

Delta-based model compression via LC & LoRA

lc-lora icon lc-lora

Delta-compression framework for branched ML processes.

lc-model-compression icon lc-model-compression

Model compression by constrained optimization, using the Learning-Compression (LC) algorithm

mlp-lc icon mlp-lc

Adaptation of LC-Checkpoint for delta-compression of sequential MLP models

odin icon odin

odin project - web development

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pyfolio icon pyfolio

Portfolio and risk analytics in Python

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