projects

SDO Image Parameter Python API

(Data Science Capstone Project)
This project was created to facilitate accessing the Image Parameter Web API available at the GSU DMLab Website using a Python package.

Tech: [Python, Git, PyCharm]

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MARTA＋

Worked with a team to build a React-based website that helps users plan trips using Atlanta's railway system. This project used a multi-table MySQL database, JavaScript, and React Native.

Tech: [HTML, CSS, React, MySQL, Python]

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Racial and Gender Bias in Artificial Intelligence

A literature review examining the sources of racial and gender bias in machine learning models, and proposing methods for mitigating it. Presented at GSURC 2023.

[Academic Research, Artificial Intelligence, Machine Learning]

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Payless Home Repairs

A one-page site designed to give information about a home repair comapny. Built with HTML & CSS. Includes responsive design for different device viewports.

Tech: [HTML, CSS]

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Employee Attrition Rates Machine Learning Project

Managed a team of 3 to develop machine learning models that predicted and analyzed attrition in an employee dataset consisting of 4000+ entries with 28 attributes, achieving the best accuracy of 86.91%. Implemented hyper-parameter optimization to improve accuracy scores.

Tech: [Machine Learning, Naive Bayes, Logistic Regression, Decision Trees, Python]

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The Intersection of Data Science and the Study of Cities at Night

This paper introduces the data science lifecycle and its applications for a non-tech audience. It then explores two urban night issues that data science could help resolve.

[Academic Research, Cities at Night, Data Science]

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Tajweed in Depth

An educational website that contains static blog content, dynamic lessons with JavaScript elements, audio, powerpoint, and video embeds, and pop-up elements across almost 50 pages. Also includes responsive design to accomodate different device viewports.

Tech: [HTML, CSS, JavaScript]

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Dive Into the Books

A sample book blog website design. Website isn't functional or responsive; simply built for design practice.

Tech: [HTML, CSS]

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eDeen Academy

An educational website that contains slideshows and embedded video elements. JavaScript is used to populate the videos, and configure the "Previous" and "Next" buttons.

Tech: [HTML, CSS, JavaScript]

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Building a Nighttime Policy for Atlanta: A Data Sci. Perspective

This paper serves as a sequel to The Intersection of Data Science & the Study of Cities at Night. Here, suggestions are made on how to create a safer city at night by utilizing the power of data science.

[Academic Research, Cities at Night, Data Science, City Planning]

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An Introductory Data Analysis Project Using a Dataset of Books

A data analysis project that utilizes Matplotlib, Pandas, and NumPy libraries to make a two-page written report with visual graphs on a dataset of 11,127 entries.

Tech: [Python, Data Analysis, Data Report]

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Machine Learning Algorithms

Implemented SVM, Neural Network, K-Means, and K-Medoids machine learning algorithms as part of a Data Mining course.

Tech: [Python, Machine Learning, Data Mining]

SVM & Neural Networks

K_Means / Medoids