Finished Top 10 in Ottawa 2022 Canadian Student Wildcard Race of AWS DeepRacer Student League
Project Gallery
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AWS DeepRacer Student League - Top 10 Placement in Canada
I built an AWS DeepRacer model using Python and Reinforcement Learning that allows the DeeRacer car to go around a track autonomously. My model's lap time on the virtual March 2022 Global Student league track qualified me as one of the top Canadian Student racers in Canada. I was invited to compete in the Ottawa 2022 Canadian Student Wilcard Race on a live track, where I placed 9th.
Final Project of AWS AI/ML Scholarship Course - Flower Classifier
I coded Python script to read pictures and classify various species of flowers. After I created my own classifier and added it to a pretrained model. I had to modify the hyperparameters which resulted in a validation accuracy of 78%. Finally I created a command line tool to train and predict flowers using my classifier.
First Project of AWS AI/ML Scholarship Course - Dog Classifier
I added code to prewritten code to be able to create the functionality of the Dog Classifier. At this stage, I did not write the model and classifier, so the project was focused on getting familiar with Python and the various ways of manipulating data.
Personal Java Project - Bank of Java
I applied Object Oriented Programming (OOP) theology to create a text-based interactive ATM. With OOP, I created various classes to hold the logic of different abilities. All the classes come together to the ATM class that holds decision logic and calls the various abilities for each class.
COMP 1800 Student Project - TossUp App
Web application to help users decide which restaurant to eat at based on user's survey results. I focused primarily on Javascript & backend development to create core features for the app, such as the restaurant survey and restaurant roulette. Created with two other BCIT CST 1st term students for COMP 1800.
COMP 2800 Student Project - Drop App
Drop is a donation app to help people who donate to charities that help Ukraine to visually see where their money is going by allowing them to pick & choose items that will be sent to them. I focused primarily on Javascript for frontend & backend development. The main features I created was the shopping cart & registering new users. Created by BCIT CST students in 5 week term for COMP 2800.
