Capstone Smart Parking App
MongoDB, Express/Node.js, React Native, Flask · Jan 2023 - May 2023
- Led a team in developing a mobile application that utilizes machine learning and real-time data from parking sensors to recommend and navigate users to the best parking spots based on their location and arrival time.
- Developed a Python script hosted on a Flask server to train a machine learning model for parking spot availability prediction, leveraging the Prophet library for accurate time-series forecasting.
- Established a backend infrastructure using Express/Node.js, serving as a crucial API endpoint server for facilitating smooth communication between the frontend and Flask server components.
Home Mortgage Calculator App
Java, Kotlin, Git · Aug 2022 - Sep 2022
- Designed wireframes and prototype of mobile Android application using Figma to identify key features and provide a blueprint for development.
- Built application using Java and Kotlin to implement features such as the user's ability to input their mortgage loan information, calculate monthly payments, and see an amortization schedule.
- Employed the use of Model-View-Controller (MVC) software design architecture to separate and organize the application's user interface, data, and control logic.
- Code available on GitHub: https://github.com/jangwool/HomeMortgageCalculator
Personal Website
HTML, CSS · Apr 2022 - Jul 2022
- Utilized HTML and CSS to create a personal website that functions as an extension of resume.
- Website can be accessed through the following link: https://jangwool.github.io
COVID-19 Stock Market Data Analysis
Python · Mar 2021 - May 2021
- Conducted research to analyze the impact that the COVID-19 pandemic had on the stock market.
- Applied web scraping techniques to parse and collect stock market data from reputable sources.
- Cleaned and arranged data using Python libraries such as pandas and NumPy to prepare it for visualization using Matplotlib.
Raspberry Pi Macro Keypad
CircuitPython · Oct 2020 - Dec 2020
- Developed a programmable macro keypad using CircuitPython and Raspbery Pi Pico.
- The keypad allows users to set their own macros and hotkeys to use with any computer program by connecting the external keypad.
- Made during the pandemic with the intention to streamline work from home procedures.