I BUILD
SCALABLE|
SYSTEMS.

μ•ˆλ…•ν•˜μ„Έμš”, 데이터와 λͺ¨λΈμ„ μž‡λŠ” MLOps μ—”μ§€λ‹ˆμ–΄ Hongseo Jangμž…λ‹ˆλ‹€.
μ•ˆμ •μ μ΄κ³  효율적인 λ¨Έμ‹ λŸ¬λ‹ νŒŒμ΄ν”„λΌμΈμ„ κ΅¬μΆ•ν•˜μ—¬ λΉ„μ¦ˆλ‹ˆμŠ€μ  κ°€μΉ˜λ₯Ό μ°½μΆœν•©λ‹ˆλ‹€.

My Story

From Model
to Production.

λ‹¨μˆœνžˆ λͺ¨λΈμ„ λ§Œλ“œλŠ” 것을 λ„˜μ–΄, λͺ¨λΈμ΄ μ‹€μ œ ν™˜κ²½μ—μ„œ μ‚΄μ•„μˆ¨μ‰¬κ²Œ λ§Œλ“œλŠ” 것에 열정을 λŠλ‚λ‹ˆλ‹€. SOTA둜 κ²€μ¦λœ λͺ¨λΈμ„ μ•ˆμ •μ μΈ μ„œλΉ„μŠ€λ‘œ μ—°κ²°ν•˜κ³ , 지속 κ°€λŠ₯ν•œ ν•™μŠ΅ νŒŒμ΄ν”„λΌμΈμ„ μ„€κ³„ν•©λ‹ˆλ‹€.

데이터 μˆ˜μ§‘λΆ€ν„° λͺ¨λΈ 배포, λͺ¨λ‹ˆν„°λ§κΉŒμ§€μ˜ μ „ 과정을 μžλ™ν™”ν•˜μ—¬ κ°œλ°œμžκ°€ 본질적인 문제 해결에 집쀑할 수 μžˆλŠ” ν™˜κ²½μ„ λ§Œλ“­λ‹ˆλ‹€. λŠμž„μ—†μ΄ λ³€ν™”ν•˜λŠ” AI μƒνƒœκ³„ μ†μ—μ„œλ„ κ²¬κ³ ν•˜κ³  ν™•μž₯ κ°€λŠ₯ν•œ 인프라λ₯Ό κ΅¬μΆ•ν•˜λŠ” 것이 μ €μ˜ λͺ©ν‘œμž…λ‹ˆλ‹€.

Selected Works

Featured Projects

Threatlens

Threatlens

ThreatLens_V2 is a machine learning-based network security solution designed to detect and analyze abnormal web log patterns. It utilizes a Hard Voting ensemble model trained on the NSL-KDD dataset to classify network traffic into five distinct threat categories.

Python Django Scikit-learn Pandas Joblib Zeek
Beta Commerce

Beta Commerce

A fully functional e-commerce platform built with modern web technologies.

Next.js TailwindCSS Stripe
Gamma Dashboard

Gamma Dashboard

Real-time data visualization dashboard for monitoring system metrics.

Vue.js D3.js Firebase
Delta Social

Delta Social

A social networking app focused on privacy and decentralized data ownership.

React Native GraphQL Node.js
Epsilon Finance

Epsilon Finance

Personal finance tracker with automated categorization and budgeting tools.

Flutter Dart SQLite
Zeta Learning

Zeta Learning

An interactive e-learning platform with gamified courses and progress tracking.

Svelte Supabase TailwindCSS

LET'S WORK TOGETHER
TOGETHER

μƒˆλ‘œμš΄ 도전은 μ–Έμ œλ‚˜ ν™˜μ˜μž…λ‹ˆλ‹€.
ν•¨κ»˜ν•˜κ³  μ‹Άλ‹€λ©΄ μ–Έμ œλ“  μ—°λ½μ£Όμ„Έμš”.

Hi, there πŸ‘‹