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Below are the projects I did. I tried to document all but due to time constraint, not every project is well documented so you may be confused what they are doing. If you want to check out my projects with detailed documentation, I recommend you to start with WallStreetBots.

project | machine learning

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Wall Street Bots

Building an Automatic Stock Trading Platform based on Artificial Intelligence.

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Humerus Deck

The humerus deck is a NLP project designed to win Cards Against Humanity.

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Transformer

I build a transformer module in PyTorch from scratch in order to understand its architecture.

research | electrical engineering

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Hyperlock

Hardware cryptography algorithm I invented using memristor circuit.

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Torch-TiOx-Xbar

Comprehensive line resistance model of TiOx 0T1R memristor crossbar in PyTorch.

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Hyper-X-Arrays

Hardware architecture of Hyperlock on TiOx 0T1R memristor arrays.

research | machine learning

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Brain Graph Learning for EEG

Analyzing EEG dataset using graph convolutional neural network and graph neural ODE.

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Graph Convolutional Neural ODE

Mathematical derivation of the vectorized adjoint sensitivity method for GCNODE.

misc

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Root

Crowd-sourcing for stronger communities. Community based financing

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Solar System Rocket Simulator

Other projects

An archive of my other projects