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AUD_I0
BL0G
MACHINE LEARNING
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Neural Network from scratch (MLP model)
Multilayer Perceptron built from scratch tested on a flower dataset in Python.
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Comparing Performance of SVM with MLP
Building and Comparing the machine learning models Support Vector Machine and Multilayer Perceptron on a Wisconsin Breast Cancer dataset
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Spam SMS Filter
A machine that allows text input and decides whether that message is spam or not. Built in Python, implemented with support vector machine.
BLOCKCHAIN
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LYMBASKOIN
Full stack development of a complete blockchain and cryptocurrency.
Implemented using proof-of-work systems to verify transactions.
Developed with Test-Driven-Development methodology.
Redis Pubsub implentation for broadcasting blockchain across all servers.
Backend uses Node.js and Express API.
Front End uses ReactJS.
WEB DEVELOPMENT
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This Is Orlando
This Is Orlando campaign landing page. Released to 53k followers on @orlando Instagram
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YelpCamp
Full stack development of a campsite review site. Functionality includes cultivating a community around camping with features such as member login, rating and commenting, and campground photography submissions.
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A Cut Above
Front end development of a website for a local beauty salon.
OTHER PROJECTS
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Random Twitter Follower
An application using the Twitter API that when called automatically picks a random follower of mine on Twitter and mentions them a custom message. Built in Python.
(Source code not available due to the use of private API keys)
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File Word Counter
Python application that takes a file as an input and outputs the frequency of total words, total unique words, and individual totals for every word in the file