Jion Kim | Projects

General

Airplane Wifi Reddit Browser Bot - GitHub

A service that allows one to bypass free wifi that only allows Instant Messaging (i.e. airplanes) by asking @Airplane_WiFi_Reddit_bot on Telegram to refresh and send Reddit feed (text only). *If the bot is down, you may easily launch it yourself using the source code in the GitHub. Tech used: Python, AWS Lambda, Reddit API, Telegram API.

Shut the Box - Game : GitHub

A game in which you roll a pair of dice in order to tick off 1-9. Tech used: PHP, HTML, CSS, JavaScript.

F1 Scraper - GitHub

This is a tool that scrapes lap times for a selected F1 race and driver then compiles them into a CSV formatted into lap #, lap time, and events. Tech used: Python, BeautifulSoup4, Selenium.

Bathroom Reviews Web App - GitHub

MERN stack web app designed for users to create, read, update, or delete reviews of bathrooms to be shown geographically. Taken down for maintenance. Demo to be uploaded soon. Tech used: MongoDB, Express,js, React.js, Node.js

Georgia Tech

QLearner + Dyna Navigator

A Python Coded QLearner (Model-free Reinforcement Learning) that learns to navigate a grid environment of walkable space, non-obstacles, and "deadly quicksand" in order to reach a goal from a starting point. The learner also implements Dyna-Q (Model-based RL) to supplement its learning from trials.

Multiple Instance Learning (Using Decision Trees) Stock Trader

A trader built from Bagging of Decision Trees that either signals to buy, sell, or do nothing based on technical indicators when looking at a single ticker.

Spanning Tree Protocol for Switching and Distance Vector Routing

To prevent forwarding loops, the Spanning Tree Protocol is implemented. To calculate the shortest paths between each nodes in a network, the DV protocol is implemented using the Bellman-Ford algorithm. Two projects bunched for similarity.

SDN Firewall (Software Defined Networking in Mininet)

A configurable firewall using an OpenFlow enabled Switch to programmatically control flow of traffic on a Mininet Network based on matching IP and TCP/UDP header items. Tech used: Python, Mininet, POX OpenFlow, Wireshark.

ABIDES Market Environment Simulator Trader

A trader that can buy and sell in the Agent-Based Interactive Discrete Event Simulation environment. The particular contributed trader trades based on a strategy of attempting to buy at a lower price that sold and sell at a higher price than bought by tracking the movement of stock momentum from the previous action.

Courses + Certifications

IBM Data Science Professional Certificate - Certificate : GitHub

Coursera course that includes modules on Data Science methodology, Python, SQL, data visualization and analysis, machine learning, cloud applications, and more. View GitHub for select projects.

JP Morgan Chase Co. Software Engineering Virtual Internship - Certificate : GitHub

Develop a React web app to represent data points corresponding to stock prices to assist trading. View README.MD's in each task for more details and view of python feed and React Web App. Tech used: Python, React, Typescript, HTML/CSS, D3, Perspective API.

University of Helsinki Full Stack Open 2022 - Certificate : GitHub

Introduction to Modern Full Stack Web Development. Follow my progress on my GitHub. Tech Used: React, Redux, Node.js, MongoDB, GraphQL and TypeScript.

UCLA + Other Undergrad

r/WSB Sentiment vs Market Performance Analysis

Intro to Data Science final project that analyzes the relationship between r/wsb and the performance of the stock market. Tech Used: Python, Jupyter, PRAW, Natural Language Tool Kit, Matplotlib.

Emigre Immigration Patterns (NP) - Presentation : Site

Maps the different paths that emigres took to get to Los Angeles directly after the Weimar period. Tech used: ArcGIS.

Social Network of Exiles in Hollywood (Cytoscape Network)

A web app that can display the network of emigres working in the Hollywood film industry in different configurations. Tech used: Cytoscape, JavaScript, HTML.

Emigre Power Couples (NP) - Link

Small web project that reveals the couples among the emigre refugee population that fled Europe for Los Angeles leading up to and during WWII. Uses the Digital Humanities concept of "Thick Mapping" as outlined by Shepard, Presner, and Kawano. Tech Used: StoryMapsJS and JuxtaposeJS.

Effects of Targeted Advertising and its Resistance (NP) - Link

A survey and paper on the effect of targeted digital advertising among college-aged individuals.

Still working on cleaning up more projects for display...