Izzuddin Ahsanujunda Blog
Learn something, write them down!
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Movie Review Sentiment Analysis:
LSTM recurrent neural network for sentiment analysis, trained on IMDB dataset, developed using pytorch, deployed on AWS sagemaker, and can be invoked from AWS lambda. Public access is established using React.js web app that will invoke the lambda function.
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Machine Learning on Sagemaker:
A series of case studies on how to do machine learning engineering in AWS, covering unsupervised learning, supervised learning, and time-series analysis.
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Jund Clothing:
Clothing marketplace app with authentication using firebase and payment with stripe.
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Sudoku-solving agent:
Intelligent agent to solve sudoku puzzles. Using constraint propagation and depth-first search algorithm.