Ai/Machine Learning projects
Stock Price Prediction Tool
Developed a forecasting tool using Keras/Tensorflow LSTM model for improved prediction accuracy by considering temporal sequences in stock price movements. Available on GitHub.
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MLPRegressor for Image Memorability
Deployed Scikit-learn MLPRegressor for predicting image memorability, using KNN for data imputation and normalization. Available on GitHub.
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Naive Bayes Classifier for Movie Sentiment
Utilized NLTK Naïve Bayes classifier for binary classification of movie reviews into positive or negative sentiments, including performance evaluation through visualizations and confusion matrices. Available on GitHub.
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Object Detection through YoloV9
Implemented YoloV9 for object recognition, leveraging the COCO dataset for football player analysis on the pitch. Available on GitHub.
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