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Hi there, I'm Rob

I'm a Research Masters Student at University College Dublin. I'm interested in machine learning, software development and how we can use these tools to improve our lives. I’m currently working on:

  • 🥽 mixed reality
  • 📹 computer vision
  • ♿ accessibility
  • 💻 software engineering

Places to find me 🌐

Robert Young's Projects

bash-database-management-system icon bash-database-management-system

Implementation of a rudimentary Database Management System (DBMS) server and clients who interact with this DBMS. Written and executed using Bash (Unix shell).

battleship icon battleship

Recreation of the game "Battleship" through Java.

charity-website icon charity-website

Assignment 1 of Web App Development course - create a charity website.

creating-customer-segments icon creating-customer-segments

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, checked predictions against the result of unsupervised analysis.

crypto icon crypto

Project in Java using methods to encrypt and decrypt text.

dog-project-master icon dog-project-master

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.

dublin-bikes-occupancy-app icon dublin-bikes-occupancy-app

Dublin Bikes station finder with real time available bike numbers. Uses ML models to predict bike availability hourly up to one week in advance. Implemented with Flask framework.

dublin-bus-journey-planner icon dublin-bus-journey-planner

Real time journey planner for Dublin Bus (Ireland). Uses ML techniques to predict journey times, implemented with Django framework.

finding-donors-for-charityml icon finding-donors-for-charityml

Investigated factors affecting likelihood of donations being made using real census data. Developed naive classifier to compare testing results. Trained & tested several supervised machine learning models on preprocessed census data to predict donation likelihood. Selected best model based on accuracy, modified F-score metric, & algo efficiency.

hololens2forcv icon hololens2forcv

Sample code and documentation for using the Microsoft HoloLens 2 for Computer Vision research.

machine-learning-capstone icon machine-learning-capstone

Machine Learning Capstone training a convolution neural network to solve the Kaggle Competition - Invasive Species Monitoring.

oddsorevens icon oddsorevens

Project written in Java based on Microsoft DEV276x Project 2. Here's a clip of the game being played that the project is based on: https://youtu.be/4ZOLs03vILs?t=1m

sidewalk-panorama-tools icon sidewalk-panorama-tools

Collection of tools for fetching and processing Street View imagery, adapted from code by @kotarohara

train-a-smartcab-to-drive icon train-a-smartcab-to-drive

Applied reinforcement learning to build a simulated vehicle navigation agent. This project involved modelling a complex control problem in terms of limited available inputs, and designing a scheme to automatically learn an optimal driving strategy based on rewards and penalties.

trip-planner icon trip-planner

Program written in Java that asks the user for some information about an international trip they are taking. Based on that information it carries out conversions, using the correct data types, telling them some information to help them plan their trip.

windows-uwp icon windows-uwp

Conceptual and overview content for developing Microsoft Universal Windows Platform (UWP) apps

winmlexperiments icon winmlexperiments

This is a Unity Project for HoloLens used in the conference sessions by Rene Schulte presented at Build 2018 and more. http://rene-schulte.info

yolov4-cloud-tutorial icon yolov4-cloud-tutorial

This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.

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