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earth_quake_analysis

Analyzing earth quakes that have occurred around the world and making visualizations using Matplotlib and Plotly.

email_spam_classifier

A simple email spam classifier. The task of the classifier is to distinguish between spam emails (positive class) and ham emails (negative class)

house_prices_prediction

The Project predicts the value a house will sell for in California using machine learning.

ibm_capstone_project

IBM Data analytics capstone project to extract and analyze data from US domestic airline flight reports to build a performance dashboard.

kaggle_titanic_survival_prediction

Using the Titanic dataset sourced from the Kaggle classification prediction challenge, the task is to use classifiers to predict whether or not a traveller survived to ship wreck.

lung_pathosis_classification

mage_game

The title of the game is "Glory of the Mage." It is a 2d Pygame game that consists of a mage, who is the hero of the game and one of the characters players can choose from, and different enemy characters, each with different strengths and abilities. The game world has four different environments and is designed to be a platform for the game. 

mnist_project

Using MINIST dataset to work with ML classifiers such as Binary Classifiers, Multilabel, and Multioutput classifiers.

my_twitter_bot

Simple Twitter chatbot.

ninja_frog_2d

A fun simple 2D Game built in Unity

plant_phenotyping_model

Using AI and computer vision, my dissertation examines plant phenotyping in vertical farms for sustainability and efficiency, comparing manual and computer-based methods.

sql_databases

A database of different tables to show my proficiency in creating, managing, and querying databases for different applications and with structured and semi-structured data.

studytracker

StudyTracker is a Progressive Web Application that allows the user to create, edit, delete and merge notes on topics they are studying.

transloc_api_gcp_pipeline

Stream data directly from an API using Apache Beam to BigQuery.

us_public_library_survey

The database is created to analyze library survey trend over 6 years in the United States.

weather_analysis

Visualizing weather patterns across various cities in the United States. Using Matplotlib and Plotly

web_api

Using GitHub API to request specific pieces of information and then visualizing the results in real time.