Device Manufacturing & Testing

Project designed to showcase my company's ability to build a dashboard for a device manufacturing company. Allows the user to track their testing process for multiple devices in various stages of production.

Tools & Skills Used: Python, SQL, SQLite, Database Design, PowerBI

Predicting Housing Prices

Visualizing information that is designed to help someone looking to move to a new city understand the housing market, income, top industry, and quality of life metrics. This tool also includes a near-future price prediction, based on a linear regression machine learning model.

Tools & Skills Used: Tableau, Machine Learning, ETL, Python, SQL, AWS

Used Car Database

Creating a relational database of US-based Craigslist used vehicle listings, and building a dashboard to visualize the data.

Tools & Skills Used: SQL, ETL, Python, PowerBI

Analyzing Camera Reviews

Determinig whether paid Amazon.com reviews for cameras are more biased than unpaid reviews.

Tools & Skills Used: Big Data, PySpark, AWS, ETL

Analyzing Cryptocurrencies

Analyzing various cryptocurrencies that are currently trading using Unsupervised Machine Learning. Preprocessed data from CryptoCompare for use with the machine learning model, then performed PCA analysis, predicted clusters, and plotted results.

Tools & Skills Used: PCA, SKLearn, Unsupervised Machine Learning

Credit Risk Analysis

Using Supervised Machine Learning resampling techniques to determine credit risk.

Tools & Skills Used: Supervised Machine Learning

Car Manufacturing Consistency

Determining fuel efficiency and suspension metrics of a hypothetical new car using statistical analysis.

Tools & Skills Used: R

Movie Database

Working through the Extract, Transform, and Load (ETL) process to clean and combine three data large sources, generating an extensive SQL database of movies.

Tools & Skills Used: ETL, SQL, Python

Mapping Earthquakes

Using JavaScript to visualize the differences between the global earthquakes recorded in the past seven days, including tectonic plate overlays and multiple map views.

Tools & Skills Used: JavaScript, Leaflet, D3

Analyzing The Weather

Building a travel itinerary for a user based on their weather preferences. In order to accomplish this, I used Google Maps APIs to build a database of cities around the world, including their weather descriptions.

Tools & Skills Used: PCA, SKLearn, Unsupervised Machine Learning

Building This Website

Walking through the process of building this website to showcase my resume, skills, projects, and contact information.

Tools & Skills Used: HTML, CSS, JavaScript

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