Builds
An index of things I've made, in no particular order.
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Happy Index
March 2021
During the COVID-19 pandemic period; It is a research project that calculates the correct face mask wearing rate and happiness index with artificial intelligence. A Convolutional Neural Network (CNN) model was trained in Python with a dataset of 9,000 CC0-licensed facial images, achieving 96% test performance. A total of 4 CNN models were integrated and a desktop and web application was developed that predicts face detection, mask wearing rate, age, gender and happiness.
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Penetration Testing Tool
June 2026
I designed a Python/Flask isolation test, referenced in OWASP Top 10 (2021), as a term project for the Fundamentals of Software Engineering course with a team of 5 people. I designed an SQLMap integration module; it converted scan outputs into data models using subprocesses and regex. I also designed an SSRF and Argument Injection module that includes a security regression test suite by addressing critical vulnerabilities.