Hunjun Shin

Republic of Korea Army Captain · shj0213@gmail.com · GitHub Profile

Research Interest in Human Computer Interaction, leveraging AI to enhance military performance

I am advised by Professor Savage and Professor Sunny.


Education

Northeastern University

Master of Science in Data Science

Expected Graduation: August 2026

Sep 2024 - Aug 2026

Korea Military Academy (KMA)

Bachelor of Chemistry, Military Arts and Science
Feb 2015 - Mar 2020

National Institute for Lifelong Education

Bachelor of Computer Science and Engineering

Relevant Courses: Network, OS, Data Structure, Computer Architecture, Java Programming

Jan 2023 - Dec 2023

Professional Experience

Full Scholarship Recipient for National Defense Research

Republic of Korea Army

Awarded a full scholarship for studies and research in data science, funded by the Republic of Korea's Ministry of National Defense, with the goal of contributing to research and innovation upon return to the military.

March 2024 - August 2026

Logistics and Supporting Department

Republic of Korea Army

Responsible for managing military supplies to maintain combat readiness.

Oct 2022 - Feb 2024

Head of HR Department

Republic of Korea Army

Managed over 180 soldiers for salary, positions, and promotions.

Oct 2021 - Oct 2022

Platoon Leader

Special *** Battalion

Participated in urban operations, reconnaissance, and joint exercises with the US Army.

Jan 2020 - Oct 2021

Projects

FullStackGPT

Building Web Service Using LangChain, LLM

Developed a web service utilizing LangChain and Large Language Models (LLM) to enhance user interactions and generate intelligent responses.

Sep 2024 - Dec 2024

Job Board Project

Building Web Service Linked with SQL Database Server and Job Scraped Data

Created a job board platform that links to an SQL database, providing real-time job recommendations using data scraped from various job posting sources.

Sep 2024 - Dec 2024

Hate Meme Classifier

Building Multimodal Interpretation Model Using PyTorch

Developed a model to classify harmful memes using multimodal data. Utilized GAN-based ISSUE model and applied RGCL (Reinforced Graph Convolutional Learning) to enhance meme interpretation and classification accuracy.

Sep 2024 - Dec 2024

Ship Order Prediction

KT AICE Education

Used machine learning to predict likelihood of securing ship orders.

May 2023 - Jun 2023

Improved Rifle Shooting Drills

Conducted feature importance analysis for rifle shooting accuracy improvement.

Mar 2022 - Sep 2022

Certificates

  • AICE (AI Certificate for Everyone), Korea Telecom Corporation
  • AI Intermediate Course, ICT COG Academy
  • Google Data Analytics, Coursera
  • Big Data Analysis Engineer Certificate, Ministry of Science and ICT
  • ADsP (Advanced Data Analytics Semi-Professional), Ministry of Science and ICT

Awards

  • Military Scholarship, Republic of Korea Army Headquarters (Aug 2024 - Aug 2026)
  • Excellent Graduate Record (1st place), Commander of *** Command (Oct 2022)
  • Best Platoon Leader, Commander of *** Division (Oct 2021)
  • Excellent Graduate Record, Commander of *** School (June 2020)

Skills

Programming Languages & Tools
  • Java
  • Python
  • R
  • MATLAB
  • SQL
  • MongoDB
  • PyTorch
Workflow
  • Data Preprocessing
  • Data Visualization
  • Data Analysis
  • Machine Learning
Areas of Interest

NLP, Computer Vision


Publications & Media Engagement

  • Published an article, “Importance of Military Support through the Ukraine Crisis,” in Defense Daily News, June 2023
  • Featured in a National Defense Radio interview related to the above article

Volunteering Experiences

  • Led Volunteering Activities at ‘Eunpyeong’ Orphanage (2017-2020)
  • Nominated as Best Volunteer at KMA, awarded by Commandant of KMA
  • Organized events like cooking traditional rice cake, museum visits, and Christmas parties for the children

Extracurricular Experiences

  • English Debate Championship, Team Korea Military Academy (2019) - 2nd prize
  • Toast Masters English Speech Club at US Army Troops in Seoul (2018-2019) - Best Speaker award
  • English and Math Tutor (2018) - Helped high school students improve test scores