JUN0.DEV
JUN0.DEV

Key Activities & Projects

Portfolio PDF

Key Activities

A summary of experience from operations, bootcamps, and club activities.

Code Place

PNU Code Place

Operation

Mar 2026 - Present · Student Researcher

  • Maintained, developed, and handled operational issues for Code Place, Pusan National University’s official online judge platform used by about 800 users.
  • Integrated a vLLM-based AI hint assistant and improved operational visibility with Sentry and Grafana LGTM metrics, logs, traces, and alerts.
  • Supported failure diagnosis in a multi-node k3s environment by analyzing Kubernetes resources, service logs, and Longhorn storage state together.
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Kakao Tech Campus

Kakao Tech Campus, 3rd Cohort

Bootcamp

Apr 2025 - Nov 2025 · Trainee, Backend Tech Leader

  • Completed Kakao’s backend program focused on Spring Boot, JPA, system design, and code reviews from working engineers.
  • Served as Backend Tech Leader for the 4-person UniSchedule backend team, leading architecture, code reviews, ADR-based decisions, and communication.
  • Applied Redis Pub/Sub messaging, AWS ECS/Fargate with ALB autoscaling, and JMeter load testing, then won 2nd place in the final project.
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APPTIVE

APPTIVE 22nd - Campus IT Startup Club

Club

Mar 2025 - Feb 2026 · Backend Mentor, Developer

  • Planned and ran backend study sessions for new members, mentoring API design, server structure, and implementation direction.
  • Served as team lead and backend developer for the 6-person OnGi team, translating planning, design, and frontend needs into implementation scope and priorities.
  • Built GitHub Actions and GCP Cloud Run CI/CD, and won a hackathon award for cross-functional communication and service completeness.
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AID

AID 6th - Campus AI Research Club

Club

Sep 2024 - Aug 2025 · Computer Vision Study Member

  • Studied image classification, feature extraction, and Vision-Language Models in a regular computer vision study group, and won 3rd place at the 2024 PNU CSE Ideathon.
  • Worked on VLM-based zero-shot scene classification under constraints where target-class training and fine-tuning were limited.
  • Compared and analyzed model outputs to improve classification direction, ranking 1st on both public and private scores and winning the Ajou University President’s Award.
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IM4U

IM4U Gifted Education Center

Part-time

Jul 2021 - Apr 2022 / Jul 2024 - Feb 2026 · Teaching Assistant, Instructor

  • Taught C/C++ data structures, algorithms, and KOI problem-solving strategies to middle and high school students.
  • Helped students debug code and improve solution logic by analyzing implementation and reasoning issues.
  • Explained algorithm concepts at each student’s level and broke complex problems into steps to guide problem-solving direction.

Main Projects

GRIT - Real-time Video Study Platform (In Development)

GRIT - Real-time Video Study Platform (In Development)

Dec 2025 - Present / Team of 4 · Backend Developer

  • A real-time video study platform based on Spring Boot, LiveKit(SFU), and Redis. Designed a LiveKit-based SFU flow and room-level centralized control to reduce the scalability limits of P2P video connections.
  • Synchronized study timers, microphone permissions, and participant state with LiveKit Data Messages, while managing real-time session data such as study rooms, participants, and timers in Redis.
  • Implemented login, authentication, and access control with Spring Security and Google OAuth 2.0, integrating video connection, state management, and authentication into one service flow.
GitHub
UniSchedule - University Schedule Management Service

UniSchedule - University Schedule Management Service

Aug 2025 - Nov 2025 / Team of 6 · Backend Tech Leader

  • A Spring Boot, Redis Pub/Sub, and AWS ECS/Fargate-based project. Served as Tech Leader for the 4-person backend team in the Kakao Tech Campus final project, leading architecture design, code reviews, ADRs, and implementation direction.
  • Resolved multi-instance chat message loss with Redis Pub/Sub, and designed and deployed autoscaling infrastructure using AWS ECS/Fargate and ALB.
  • Verified concurrency handling and deployment stability with JMeter, converted Everytime timetable images into schedule data with GPT Structured Outputs, and won an excellence award in the final project.
GitHub
OnGi - Family Health and Communication App

OnGi - Family Health and Communication App

Aug 2025 - Nov 2025 / Team of 6 · Team Lead, Backend Developer

  • A Flutter, Spring Boot, and GCP Cloud Run-based mobile app that helps parents and children share health status and communicate emotionally. Participated as team lead and backend developer in a 6-person team.
  • Developed API flows for recording and viewing pain areas, medication, exercise time, and daily photos, and integrated real-time family notifications with FCM/APNs.
  • Built CI/CD with GitHub Actions and GCP Cloud Run, coordinated planning, design, and frontend requirements from a development perspective, and won the grand prize at the PNU Creative Convergence SW Hackathon.
GitHub
DocDoc - AI Medical Paper Assistant

DocDoc - AI Medical Paper Assistant

Q3 2025 / Team of 4 · Backend, RAG Pipeline Developer

  • A Node.js, LangChain, Pinecone, and SSE-based RAG service that helps medical staff in underserved areas quickly find useful evidence from papers and guidelines.
  • Built an end-to-end RAG pipeline connecting Upstage Document Parser, chunking, embedding, Pinecone search, reranking, and LLM answer generation.
  • Reduced cases where unrelated documents ranked high by using a reranker, improved the waiting experience with SSE streaming, and advanced to the finals of the PNU x Upstage AI Agent Hackathon.
GitHub

Additional Projects

BoatTrip - AI Travel Route Recommendation App

BoatTrip - AI Travel Route Recommendation App

Jun 2025 / Team of 2 · Android Developer, LLM and On-device AI Integration

  • A travel app based on Android Native(Kotlin), OpenAI API, Web Search, Firebase Firestore, EfficientNet-Lite, and Google Maps API.
  • Generated personalized schedules and routes as Structured Outputs by combining user travel conditions, preferences, and search-based destination information.
  • Implemented on-device AI photo classification, Firestore data structures, schedule storage, calendar sync, gallery integration, and Google Maps route display.
GitHub
DreamFilm Festival - AI Dream Movie Festival Service

DreamFilm Festival - AI Dream Movie Festival Service

Nov 2025 / Team of 2 · Backend, AI Flow, Database Design

  • An AI content service that turns a user-written dream into a movie-style title, scenario, and poster, then presents it in a film festival format.
  • Expanded dream narratives into movie content with the GPT API and built a movie-poster-style visual presentation flow with Gemini image generation.
  • Designed the database around content storage, lookup, and judging flows, and improved query efficiency and management convenience with indexes, views, and joins.
GitHub
PNU PPlusPlus - PNU Student Convenience App

PNU PPlusPlus - PNU Student Convenience App

Q3 2024 / Team of 4 · Team Lead, Android and Server Developer

  • Developed and released an Android-based student convenience app on the Google Play Store so Pusan National University students could check campus information more easily.
  • Collected campus notices periodically with CronJob-based server-side crawling, and improved in-app notice lookup with caching.
  • Built an FCM push notification server for important notices, working across the mobile app, data collection, and notifications with a user-focused service flow.
GitHub
Kakao Gift API Clone

Kakao Gift API Clone

Jun 2025 - Sep 2025 / Solo

  • A gift API clone built during the Kakao Tech Campus backend course, implementing product, order, and user authentication flows as a Spring Boot, JPA, and MySQL-based REST API.
  • Reduced database calls in repeated lookup paths by more than 90% by addressing JPA N+1 issues with Fetch Join and Batch Size tuning.
  • Implemented Kakao OAuth 2.0 login and reflected code review feedback by separating service-layer and domain responsibilities to improve maintainability and extensibility.
GitHub

Early Projects

System Shutdown Scheduler

System Shutdown Scheduler

2015 / Solo

  • A Windows utility that automatically shuts down a PC at a selected time or under configured conditions.
  • Built with C# WPF and Visual Studio, distributed with ClickOnce, and listed on Naver Software.
  • It is no longer publicly available because the Naver Software service has ended.