Selected Projects
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Implementation of Neural Network from Scratch
Implemented two fundamental types of neural network models, all in plain numpy
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CNN for CIFAR-10
Built a CNN model inspired by AlexNet and LeNet's Architecture using Pytorch
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Gitlet
Built a version-control system that mimics basic features of the Git
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Uber's Traffic Data: Analysis
Designed and developed a typical data science workflow with feature selection and modelling
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ARIES Algorithm in Java
Implemented write-ahead logging and support for savepoints, rollbacks, and ACID compliant restart recovery