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Astro36/README.md

Seungjae Park

Junior Financial AI Engineer 🌱

I’m interested in 🕒Time Series Analysis, 📖Natural Language Processing, 🤖Reinforcement Learning, and 📊Quantitative Finance.

For more information, please read my [CV] and [LinkedIn].

🎓 Education

2024.09 - Present

📚 Publications
  1. Seungjae Park, Hyukjae Kwon, Kisu Lee, Won-Yong Shin and Ha Young Kim, "Multivariate Time Series Forecasting Reflecting Dynamic Variate Similarity and Temporal Information," in Proceedings of the Symposium of the Korean Institute of Communications and Information Sciences, vol. 86, Gangwon, South Korea, Feb. 2025.
    Keyword: Time Series Forecasting

2019.03 - 2024.08

📚 Publications
AI
  1. Seungjae Park and Daeyoung Park, "A Novel Stock Screening Approach using Large Language Models and Correlation-Aware Retrieval," presented at the Capstone Design in ICT (Capstone Project), Inha Univ., Incheon, South Korea, Jun. 2024.
    Keyword: Large Language Model, Information Retrieval, Portfolio Optimization
Finance
  1. Seungjae Park, "[특징주] ESR켄달스퀘어리츠(365550), 국내 최대 물류 전문 리츠…18개 센터 기초자산," Incheon Ilbo, Jan. 2024.
  2. Seungjae Park, "[특징주] 한국항공우주(047810), 위성 넘어 우주로…하늘길 기술 역량 확장," Incheon Ilbo, Oct. 2023.

⭐ Experiences

Date Experience Desciption
2023.03 - 2024.06 ‌Blue Chip Mutual Fund Financial Market Research & Stock Investment Institute, Inha Univ.
Research Team Leader & Fund Manager(2024.01 -­ 2024.06), [Maximum managed assets: 40M KRW]
• Presented at in-house company analysis seminars, with recordings available on YouTube.
• Published a company analysis report and news articles in Incheon Ilbo.
2019.03 - 2024.08 int i Programming Study Group in Department of Information and Communication Engineering, Inha Univ.
Group Leader(2023.07 -­ 2024.03)
• Authored blog posts about programming for over 4 years, [Total blog views: 240K, Monthly: 9K]
2023.09 - 2023.12 2023 Data Creator Camp Big Data Training Hackathon: Food Image Classification Challenge, hosted by the K­-ICT Big Data Center, [Excellence Award]
2020.05 - 2020.12 Software Maestro 11th Government-­supported Program to Cultivate Creative and Innovative SW Talents, operated by the FKII
• Developed a spam detection solution by integrating Korean spelling correction and a performance enhancement pipeline.
• Received mentoring in entrepreneurship, programming, and AI.
• Ranked 4th in a stock price prediction contest in an AI training program.
2019.09 - 2020.01 Full-­stack Freelance INSIGHT: AI-­based Mental Healthcare Solution Startup, [10M KRW project]
• Developed an Android app in Kotlin and an API server in Python to power an AI model.

📑 Certifications

Date Name Issuer
2024.06 Certified Investment Manager KOFIA
2024.06 Engineer Information Processing HRDK
2023.12 Linux Master, Grade 2 KAIT

🛠 Tech Stacks

Languages

Python C++ Java Kotlin JavaScript TypeScript Rust Dart

Platforms & Frameworks

PyTorch TensorFlow

Arduino Spring Android Node.js Flutter

Docker

Databases

MySQL PostgreSQL

Pinned Loading

  1. stock-ara stock-ara Public

    Stock ARA: Stock AI Research Assistant, Inha Univ. Capstone Design in ICT

    Python

  2. int-i/int-i.github.io int-i/int-i.github.io Public

    Programming Study Blog

    HTML 6

  3. kokoa kokoa Public archive

    Unsupervised Learning Korean Kernel Object Analyzer

    JavaScript 13

  4. qp qp Public

    Quick Pool: High Performance Async Generic Pool

    Rust 17 3

  5. ICE3015-project ICE3015-project Public archive

    Inha Univ. Embedded System Capstone Design Final Project

    C++ 2

  6. ICE3016-miniproject ICE3016-miniproject Public archive

    Inha Univ. Computer Graphics Capstone Design Mini Project

    C++