Uniform Subsequential Estimates on Weakly Null Sequences
Discover the Sciences Undergraduate Research
Aug 2019 - Sep 2019
- Prospective students/high school students explore Miami's math and natural science programs through meeting professors and students.
- I represented Miami's mathematics department by designing a poster and presenting Dr. Ryan Causey's, Patrick Frankart's, and my research.
Digital Twenty-sided Die
ECE387 Final Project
Apr 2020 - May 2020
The purpose of this project was to design an embedded system —entirely of our choosing— involving a microprocessor unit, a software component, and external hardware, both electronic and mechanical. I decided to make an electronic 20-sided die, as it was something that I had wanted to do since I became enthralled in tabletop gaming. The idea behind my project is to use a Magic 8-Ball as the die, but rather than displaying a fortune upon being tilted, it displays a pseudo-randomly generated number on an OLED screen, with a custom design when a critical hit —either a 1 or 20— is rolled. In addition, the dice is battery powered by eight AA batteries in series, with an on/off switch.
Investment Strategy for the Stock Market
ECE448/ECE449 Senior Design Capstone Project
Aug 2020 - May 2021
The purpose of the capstone project was to provide us with practical experience by resembling a real business environment where we were considered to be engineers working on a multidisciplinary team with an advisor to oversee our work. We were given the task of developing an investment strategy for the stock market. Specifically, we needed to develop investment software that makes use of historical stock market and construct a method to give the user insight to buy and sell stocks in order to make a profit. The model we created uses historical stock data from the Wharton Database and machine learning to recognize patterns from historical stock data. The program is split into two data sets: training and test. We have built feedforward models, recurrent models (LSTM), clustering models and binary classifiers, all in an effort to produce a model that has an acceptable accuracy. In the end, the binary classification model had the best results.
Click here to view the ECE449 Final Report PDF!This Website
CSE383 Final Project Spinoff
Nov 2020 - Current
The purpose of this website is to showcase my front-end development skills. After having taken CSE383, I finally discovered the branch of engineering and programming that I'm most passionate about. While I enjoy Linux/Unix administration, electronics, robotics, and embedded systems design, my calling is front-end development. This website became my winter term passion project after I decided to continue utilizing my AWS Educate account while I still had access to it. What originally began as continuation of the fun I had while taking CSE383, became a display for my professional journey and development. Expanding my website encouraged me to learn a new CSS Framework, w3.css, and furthered my HTML and CSS programming prowess.