Hello world

TotallyJuicy

Taejeong Kim · TJ

Information Science student.
Exploring cybersecurity, data,
and game creation.

Information Science student at the University of Maryland. I build things across cybersecurity, data analysis, and (soon) game dev. Fluent in Korean, studying for CompTIA Security+, and always working on something new.

Toolkit
Languages
PythonJavaSQLJavaScriptHTML/CSSBashPowerShellR
Data
PandasNumPyScikit-learnNetworkXBeautifulSoupJupyter
Cybersecurity
SplunkWiresharkNmapKali LinuxMetasploitSysmon
Game Dev
UnityC#GodotGDScript

Cybersecurity

Interested in threat analysis, network security, and protecting systems from the inside out. Here are some projects and my resume.

Splunk · ELK · Wazuh

Home Lab SIEM Setup

Configured SIEM tools for centralized log collection and real-time analysis, with dashboards to detect brute-force attempts and port scans.

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Python · Networking

Multithreaded TCP Port Scanner

Multithreaded TCP scanner supporting CIDR targets and custom port ranges, with service detection, banner grabbing, and structured JSON output.

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Python · Scapy

Network Packet Sniffer

Packet capture tool that classifies live traffic across TCP, UDP, DNS, ICMP, and IP protocols with BPF filtering for targeted inspection.

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Python · SIEM Concepts

Automated Log Threat Detection

Log analysis tool that parses system and auth logs to detect brute-force attempts, failed logins, and privilege escalation indicators.

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Data Analysis

I like finding patterns in messy data and turning them into something that actually makes sense. Python, SQL, and a lot of curiosity.

SQL · MySQL

Letterboxd Heavy vs. Casual Rater Analysis

Analyzed 10.4M movie ratings to compare behavioral differences between heavy and casual users — rating harshness, consensus deviation, and variance.

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Python · Pandas · EDA

Teamfight Tactics Exploratory Data Analysis

Exploratory analysis of TFT match data — investigating traits, unit performance, and placement patterns across ranked play.

WIP
Python · Pandas

Pokémon Showdown Meta Analysis

Parsed Smogon usage stats into Pandas DataFrames to rank top competitive Pokémon and identify meta-dominant trends. Published on Medium.

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Python · NetworkX · Gephi

Wikipedia Knowledge Graph

Crawled 1,400 Wikipedia pages via BFS to build a NetworkX graph of 2,400 edges, visualized in Gephi to reveal clusters across AI, politics, and academia.

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Python · Scikit-learn · NLP

Steam Review Sentiment Classifier

Binary sentiment classifier on 50K Steam reviews using TF-IDF and Naive Bayes/KNN/Decision Tree models — achieved ~86% accuracy and 0.89 AUC.

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Game Dev

Just getting started, but deeply interested in building worlds and experiences. Exploring game design, mechanics, and storytelling through play.

WIP · Unity · C#

Colorblind

An aesthetic narrative game built in Unity, inspired by Undertale. Currently in development.

WIP
Unity · C#

Color Timing Game

A color-based timing pixel game built in Unity.

WIP
Unity · C#

Cool Pool

A pool game built in Unity with a friend.

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Coming soon

More on the way

This section is growing. Check back soon.

Say hi

Let's Connect

Whether it's a job, a collab, or just a cool project — I'm always down to talk.

Resume

Resumes

Two tracks, two resumes. Download whichever fits the role — or both.

📄

Cybersecurity Resume

Upload your PDF to see a preview
📄

Data Analysis Resume

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Other

Other Projects

Things that don't fit neatly into one category — websites, tools, experiments, and collabs.

Web · Decision Tree

OddlySpecificAskCrush

An interactive decision tree that helps you figure out whether to tell your crush you like them. Built with vanilla HTML, CSS, and JS.

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Coming soon

More on the way

This section is growing. Check back soon.

You Found Me

Hi! My name is TJ Kim — thanks for poking around my site. Outside of my professional life, there's just me. I love playing guitar, gaming, and rating movies. I always have creative ideas that haven't quite launched yet, so if you have a project idea or just want to hang, let me know!

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