Welcome to my showcase!
A simple, brief exhibit of my work so far.
Projects
DJI Drone Behavior Cloning
A reinforcement learning approach to visual detection and hovering of an Unmanned Aerial Vehicle.
- Python
- openCV
- openAI
- Sklearn
JumboSmash Dating Application
A full scale dating app built from the ground up for Tufts Seniors. Currently work in progress...
- React
- Java/TypeScript
- chatengine
- MongoDB
The Herren Project
A free online learning platfrom developed by memebers of JumboCode for substance abuse issues. This platform is modeled after the learning platform, Canvas, but is built from the ground up to support niche necessities of our mission. Currently work in progress...
- Next.js
- Prisma
- Java/TypeScript
- CSS
Natural Language Processing Analysis of Review Sentiments
Utilizing thousands of reviews from Amazon and its review sentiment (whether it was a positive or a negative review), I attempt to construct a machine learning model that will be able to generalize and determine the sentiment of reviews after reading them.
- Python
- Sklearn
- word2vec
Universal Machine Virtualization
Segmented memory is virtualized in C. This project is able to read in a modified version of x86 assembly code. Four basic mathematical operations are supported on this virtualization. Performance wise, this machine was able to execute 50 million instructions in approximatley 11,292 seconds.
- C
The k-bandit Problem
In recent years, the MAB framework (multi-armed bandit) saw application in a wide range of uses, from recommender systems and information retrieval to healthcare and finance. The framework is flourishing and as a result the project done here is a exploration of the problem. The problem is formalized, simulated and a final report is written.
- Python
Technologies
I have experience in,
Front-End
HTML
React
Next.js
CSSBack-End
NodeJS
Java/TypeScript
Python
Java
C/C++Database
MySQL
postgreSQLGeneral
Git
Microsoft Office
Unix/Linux
IEX API
chatengine API
AWS Cloud Architecture
About Me
Hi, I am Jun, Tufts 22' with a Bachelors of Science in Computer Science. I am a passionate developer that will try anything at least twice.
Some details about me, I was born in South Korea but moved to Shanghai, China when I was 5. From then on, I attended various international schools and finally moved to the US when I started university. Although I grew up as an avid gamer with loads of technology around me, I wanted to be a lawyer when I was younger. Only towards the end of high school did I become interested in programming. Regardless, the software world is where my passion is currently.