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Eunkwang
Shin.

Software engineer with 10+ years of production experience, now studying a Master of AI at UTS in Sydney.

Latest posts Experience

Experience.

Production software across e-commerce, automotive platforms, defence systems, and AI products.

  1. 2026 — NowRemote

    FIRST FLUKE

    Co-founder & CTO

    Building and running production AI B2B SaaS with retrieval pipelines and agentic workflows, across legal research, local-business intelligence, and content operations. Selected as a 2026 AI solution provider for Korea's Modoo Startup initiative.

  2. 2024 — 2025Seoul

    Hyundai Motor Group

    Frontend / Platform Engineer

    Built frontend systems for the HMG Product Platform, including an in-memory configurator that validates millions of trim, option, and accessory combinations in near real time, and contributed to the Hyundai Design System.

  3. 2018 — 2023Seoul

    Cafe24

    Senior Frontend Engineer

    Led frontend standardisation and the Cafe24 Design System while modernising a 20-year-old storefront, improved PageSpeed by about 20% across hundreds of thousands of stores, and shipped the Seller-fit recommendation service.

  4. 2015 — 2018Seoul

    Glotrek Trade · INBET

    Full-Stack Engineer

    Built a cosmetics e-commerce platform with React and AWS, and Real-packing, a WebRTC logistics inspection platform that went on to receive angel investment from Lotte.

  5. 2013 — 2015Gwacheon

    ROK Defence Communication Command

    Software Engineer, military service

    Developed software for the Korea Defence Command & Control System and a Presidential Security Service evidence-collection system.

Projects.

Open-source tools, coursework showcases, and published research.

oh-my-agent

Open source · 1,200+ stars

A multi-agent harness for long-running coding work, with persistent workflows, verification gates, and append-only execution logs.

fullstack-starter

Open source · 200+ stars

A full-stack monorepo spanning Next.js, FastAPI, Flutter, and Terraform, with typed API clients and shared design tokens.

FlowBust

UTS Tech Fest 2026 · AI Showcase nominee

On-device sewer defect detection: a fine-tuned YOLO model ([email protected] of 0.931) running entirely in the browser with ONNX Runtime Web and WebGPU.

Graph-XGB

BESC 2026 · Accepted paper, co-author

A hybrid GNN framework that reconstructs indoor 5G signal strength from aerial-only UAV RF sensing, with a Three.js voxel view of the coverage.

Education.

  1. 2025 — 2027

    Master of Artificial Intelligence

    University of Technology Sydney

    Research Assistant · Course average 88% · Dean's List 2026 · Academic Excellence International Scholarship

  2. 2018

    Bachelor of Computer Science

    National Institute for Lifelong Education

Latest posts.

All posts

Reinforcement learning review

Preparing a PhD interview presentation

Model-based planning and RLHF

Policy gradients, actor-critic, and PPO

Get in touch.

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© 2026 Eunkwang Shin

Scene props: Area Rug, Floor Houseplant, Table Herb Pot, Office Mug, Lab Notebook by Polyfork, licensed under CC BY 4.0. Materials and scale adapted.