Ventilator Pressure Prediction

Python Machine Learning & Data Visualisation.

The development a deep learning model in order to simulate a ventilator connected to a sedated patient's lung and predict the pressure of ventilators given some parameters and a control variable. The competition was organized by Princeton University and & Google Brain at the Kaggle platform.

• Github Link: https://github.com/fola789/Ventilator-Pressure-Prediction

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Nokia Snake Game with Machine Learning

Pygame and Machine Learning.

The development the classic nokia snake game but with machine learning additions made with python using the pygame library and machine learning models to automate the agent to play the game using tensorflow, pandas and more .

• Github Link: https://github.com/fola789/Nokia-Snake-Game-with-AI

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Neural Architecture Search with Nature Inspired Algorithims

Msc Project ~ Machine Learning.

The development a deep learning model in order to simulate a ventilator connected to a sedated patient's lung and predict the pressure of ventilators given some parameters and a control variable. The competition was organized by Princeton University and & Google Brain at the Kaggle platform.

• Github Link: https://github.com/fola789/Neural-Architecture-Search-with-Nature-Inspired-Algorithims

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Emis Patient Record Querying

SQL Querying.

Designing scalable, usable, and readable SQL code query a combination of patient, observation, medication and clinical code information for a complete picture of a medical record.

• Github Link: https://github.com/fola789/Emis-Assessment

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Amazon Stock Price Forecasting Using GAN (Currently Working On)

Python Machine Learning & Data Visualisation.

The development a Generative Adversarial Network(GAN) to make the prediction on Amazon stock prices .

• Github Link: https://github.com/fola789/Amazon-Stock-Price-Forecasting-Using-LSTM-and-GAN

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MultiClass Library Sytem with SQL

Python & SQL.

library management system for a librarian, allowing for the search of books by title to check their availability, check available books out, and return any books they currently have, with details of all books in the library being stored in a database.

• Github Link: https://github.com/fola789/MultiClass-Library-System-with-SQL

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