I build AI-assisted systems end to end — from healthcare records to trading pipelines to the personal operating system that runs my own work.
Air transportation & logistics student. From planning and research to development and operation, I enjoy carrying a project through the whole loop: research → build → operate → improve.
📝 Blog · 📫 rjsgml13486@gmail.com
- MindHub — an AI-assisted mental health record & pre-visit summary platform (patient app + psychiatry EMR). A record / summary / relay tool that supports clinical judgment — not diagnosis or treatment.
- Personal OS — a private personal AI and project operations system combining governance, local agents, project tracking, knowledge management, and approval workflows. Public concept & philosophy: forblune-os
- Forblune Web Studio — a small web studio in the making: landing pages, small-business sites, and site improvements for solo owners. Currently in service-design stage — no shipped client work yet, and I'd rather say that plainly.
Patients chat naturally outside the clinic; MindHub organizes sleep · mood · medication · stressor signals and, within the patient's chosen sharing scope, delivers a pre-visit summary to the doctor. Supports clinical judgment — not diagnosis or treatment. (demo / virtual-patient data)
HTML · JS · Supabase (Auth/RLS) · Render AI proxy
MindHub Psych EMR — private source (internal prototype). React-based psychiatry EMR connected to MindHub clinical summaries: appointments · ward · billing · medication inventory · clinical notes · scales, with role-based Supabase RLS. (virtual-data prototype)
React · Vite · Supabase
An always-on personal dev command center: current mission, next action, agents, and infra health in one glance instead of five tabs. The public demo runs on demo data only; the operational cockpit is a separate private project.
React · TypeScript · Vite · PWA
A PAPER-only cryptocurrency trading pipeline (collect → signal → risk → simulated fills → live dashboard) running 24/7 on a Raspberry Pi. Live trading is intentionally not implemented — safety gates over profit claims.
Python · asyncio · SQLite · Docker
| Project | Description | Stack |
|---|---|---|
| RePET Vision | PET bottle classification for recycling efficiency (Gangwon AI Idea Competition, team leader) — mAP@0.5 91% (self-reported, competition setting) | YOLOv8n · Roboflow |
| K2J – Smoking Detection | Smoking-behavior detection in public CCTV settings — dataset selection, labeling, training, evaluation | YOLOv5 · AIHub · Roboflow |
| Space Logistics Research | Earth–Moon–Mars logistics networks & future space transportation systems | Research · Planning |
| rest04 — GrowthPath Academy | Online video education platform built during a company training course (React + Supabase, Kakao login, AI chat widget) | React · Vite · Supabase |
- Healthcare product (MindHub) — HTML/JS · React · Supabase Auth/RLS · Kakao login · Render deployments
- Trading & operations (Tradebot, Personal OS) — Python · asyncio · SQLite · Docker · Raspberry Pi
- Computer vision (competitions) — YOLOv5/v8 · OpenCV · Roboflow · Google Colab · data labeling
- Everyday tools — Git · GitHub · VS Code · AI-assisted development workflows
- 🥇 1st Place, Generative AI Chatbot Bootcamp (team leader)
- 🥉 Encouragement Award, Global Entrepreneurship & Trade School
- 🥉 Encouragement Award, University Academic Festival (space logistics research)
- 📜 Certified Online Professional Seller Level 2 (G&G Commerce, 2024) — operated smart-store and open-market businesses with approximately 1,700 listed products
- 🛸 Built and tuned FPV racing drones since elementary school — soldering, assembly, PID tuning
- 🙋 University student council · high-school science club · science gifted education program
Landing pages, small-business websites, and website improvements for solo owners and small teams — service design in progress, built on the same honest-status principles as everything above. Interested in working together when it opens? Email me.
📫 rjsgml13486@gmail.com · 📝 Blog
Interested in the intersection of AI, aviation, logistics, drones, and future space transportation systems.