I'm senior Computer Science student at UC Berkeley.
I'm an NLP enthusiast and currently looking for possible applications of technology in various fields.
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This project is on-going research at UC Berkeley School of Law powered by NLP techniques and data engineering.
BYOW stands for "Build Your own World". This is a game project where a virtual world is built from scratch. The rooms and hallways are generated randomly by pseudo-random algorithm.
Scheme Interpreter is a custom compiler to interpret scheme(a dialect of the Lisp) in real time. It's built by python. The image next is testing with definition of variable(string) and recursive function.
This model predicts fair price of each house in Cook county using linear regression and public data. The plot next shows residuals between real house price and predicted prices. Due to the course policy of UCB, the code cannot be shared.
This model predicts spam/ham mail using logistic regression and labeled data. The plot next shows ROC curve(trade off curve) of the model. The accuracy of the model was 0.91 based on test data set. Due to the course policy of UCB, the code cannot be shared.
