Junseong Lee

Projects

A plain index of software and technical work, separate from the XP desktop UI, so it remains easy to read and easy to index.

Will You Be My Valentine?

Web App

Open Repository

Made a website for my partner with Bugcat-Capoo GIFs

HTML, CSS , Javascript

Web Application for 2nd Infantry Division, 8th U.S. Army

Operations

Open Repository

Developed and deployed a web application for my battalion's event management system

Python (flask, smtp, pandas)HTML, CSS , JavascriptAWS EC2NginxGunicorn

Heart Disease Prediction using UCI Medical Data

ML

Open Repository

Built ML models to predict heart disease. Learned about non-parametric approaches and its tradeoffs

Pythonpandasnumpymatplotlibscikit-learnStatistical Modeling

Facial Recognition using PCA

Project

Open Repository

Learned how facial recognition system works through Principal Component Analysis in Linear Algebra

Dimensionality ReductionLinear AlgebraStatistical Modeling

S&P Index Prediction using Macroeconomic Indicators

Finance

Open Repository

First project to understand statistical modeling to predict S&P Index based on 15 macroeconomic indicators I extracted from TraidingView

Time Series AnalysisLinear RegressionAugmented Dickey-Fuller TestGranger Causality Test

Main site experience: https://junjslee.github.io