Portfolio

Stock Market Prediction Model

Utilized AI to build a stock market prediction model using ML principles. Accessed API to download nearly 1,000,000 rows of stock data for the last 5 years. Processed the data in PANDAS. Trained/tested/split the model according to ML fundamentals. Used technical indicators and a Gradio interface to make high accuracy predictions with data.

GIS Application Development

Designed GIS Filter Application utilizing Remote Sensing Principles and False Color Composites inspired by NASA Satellites. This application creates real time filters from the iPhone camera and overlays filters by changing spectral color bands. This app was developed in Swift and Published to the Apple App Store for a year.

Developed a Public Mural Location Mapping System Interface utilizing ESRI Developer Studio tools. This application was Published to the Apple App Store and the Google Play Store for a year.

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3D Modeling

Designed 3D models of Clevelands Public Square, the City of Cleveland, and utilities, utilizing Trimble SketchUp, ESRI Lidar, ESRI City Engine and Blender.