Project Tiles

My Projects

Machine Learning

Plant Classification using Convolutional Neural Networks
Plant Classification using Convolutional Neural Networks

2024 Imperial London College Capstone Project Plant Classification using Convolutional Neural Networks

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Predicting housing prices using a Random Forest Classifier
Predicting housing prices using a Random Forest Classifier

Kaggle compitition where data was both imputed and encoded so that housing prices could be predicted.

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Salary Prediction using Linear Regression
Salary Prediction using Linear Regression

Project from the Imperial London College: Developed a Linear Regression Machine Learning Model to predict Salaries based on 5 features then created a recursive approach to find the optimal cutoff based on the confusion Matrix

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K-fold cross validation
K-fold cross validation

Project from the Imperial London College: Testing how the value of K affects predictive accuracy and how the processing time is affected.

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Oversampling
Oversampling

Project from the Imperial London College: Using oversampling to improve predictive accuracy in our class of intrest.

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Python Projects

Using Spotify's API to create playlists
Using Spotify's API to create playlists

By adding your account id and secret key you can use this project to create playlists of the top 100 songs from any day in history.

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The Classic Snake Game
The Classic Snake Game

See how long you can grow your snake. Not sure anything else needs to be said.

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Turtle break!
Turtle break!

Avoid the cars flying by and get your turtle across the road. It gets more difficult the higher the level.

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Pomodoro tracker
Pomodoro tracker

Track your work and your breaks using the simple pomodoro timer.

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Thesis

Induction Anealing of Brass
Induction Anealing of Brass

The induction Annealing of brass to improve reusability.

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