Dev work

Understand the need clearly. Build a practical path with AI.

Useful development begins with the people who will use and maintain the work. I use AI throughout planning, design, development, and operations while keeping the project focused on its purpose.

How I build

01

Needs before technique

Start from what users and the team must be able to do, not from features that only look impressive.

02

Fast judgement

Turn a first conversation into a clear scope and a working first version quickly.

03

AI at every step

Planning, design, code, content and operations all run with AI, so a small team can launch a complete, working site.

01 / Websites

Live Websites

Built around each organization’s need

Each site began with what its users and team needed to do, and each runs on its own admin console and back end. Every one is live and in use.

Desktop homepage of Korea Dream Path
Mobile homepage of Korea Dream Path
Own platform · Global education2026

Korea Dream Path

The global learning platform I lead as CEO, connecting young people worldwide with Korean higher education.

The need
One place where young people around the world can discover programs and scholarships and apply online.
What I built
Program and scholarship pages, an online application flow, member sign-up, news and stories, and an admin console for the team.
Role
CEO · Planning & development
Cloudflare WorkersKVD1R2
Visit koreadreampath.com
Behind the site

Admin console & back end

50 admin tabs95 API routesEncrypted personal dataAutomatic data-retention clean-up
Show admin featuresHide admin features
  • Edit every page of the site without code, with a live preview
  • Move applicants through admission stages, with every change logged
  • Handle company email, including attachments, inside the admin
  • Manage members, groups and role-based permissions, with two-factor sign-in for sensitive sections
  • Answer student inquiries and send notification campaigns
  • Follow visitor journeys and catch errors on a monitoring dashboard
Desktop homepage of BP Media
Mobile homepage of BP Media
Own platform · Scouting media2026

BP Media

The Korean-language Scouting news platform I founded, covering Korea, the Asia-Pacific Region and world Scouting.

The need
An independent home for Scouting news in Korean, with reference material that stays useful beyond the news cycle.
What I built
News boards with article pages and sharing, search, a Scout calendar, a glossary with a keyword chatbot, a memorabilia encyclopedia, card news, RSS and sitemaps.
Role
Founder · Planning & development
Cloudflare Pages FunctionsD1Scheduled Workers
Visit bpmedia.net
Behind the site

Admin console & back end

111 API routes76 database migrations3 scheduled jobs892 recorded releases
Show admin featuresHide admin features
  • Write articles in a block editor, keep drafts and schedule publishing
  • Control the homepage, with the main story picked automatically each night from the month’s most-read articles
  • Manage the calendar, glossary, memorabilia, events and a card-news builder
  • Score article quality with AI and keep a score history
  • See visits, tag insights and where readers come from
  • Give team members menu-level permissions, with two-factor sign-in and a settings audit trail
Desktop homepage of Authentic Korean Traditional Fermented Foods Cooperative
Mobile homepage of Authentic Korean Traditional Fermented Foods Cooperative
Food cooperative · Official website2026

Authentic Korean Traditional Fermented Foods Cooperative

The official website of a traditional fermented-foods cooperative, with product detail pages made with AI.

The need
One site where visitors can learn about fermentation education, apply for the instructor course and order the cooperative’s products.
What I built
Education and course-application pages, a product shop whose detail pages and product images were created with AI, guest order lookup, member accounts, a news board and an admin console.
Role
Planning & development
Cloudflare Pages FunctionsD1R2
Visit charmjt.org
Behind the site

Admin console & back end

AI-made product detail pagesServer-checked order totalsGuest order lookupAI help chatbot
Show admin features & screenshotHide admin features
Admin console of Authentic Korean Traditional Fermented Foods Cooperative
Admin dashboard in local demo mode, with no customer data.
  • Manage products, stock and orders from payment to shipping with tracking numbers
  • Handle cancellations, returns and exchanges, with sales reports and CSV export
  • Run course intakes, applicants and inquiries from one dashboard
  • Edit page text and photos in place, with PC and mobile previews
  • Give staff accounts role-based permissions
  • Keep automatic daily backups and ask a help chatbot that answers from the manual
Desktop homepage of nfee
Mobile homepage of nfee
Education administration · Web service2026

nfee

A reporting service for after-school program instructors.

The need
Instructors who are not used to computers had to file program reports and fee claims in fixed A4 formats, and administrators had to review them.
What I built
A step-by-step writing flow, print-ready A4 forms, school confirmation links with signatures and an administrator review console.
Role
Planning & development
Cloudflare Pages FunctionsD1
Visit nfee.app
Behind the site

Admin console & back end

One security gate for every requestTamper-proof, encrypted access logs300+ automated tests
Show admin features & screenshotHide admin features
Admin console of nfee
Admin console in the demo build, with sample data only.
  • Review submitted reports in their original A4 form and request fixes one by one or in bulk
  • Approve monthly fee claims
  • Download the month’s results as CSV or print every submission to PDF in one click
  • Approve sign-ups and search members with masked contact details
  • Review access logs and handle personal-data requests
  • Restore from a full change history, see yearly statistics and read anonymous feedback
Desktop homepage of BANGINOJA
Mobile homepage of BANGINOJA
Travel community · Korean history & culture2026

BANGINOJA

A travel community for exploring Korea’s history, culture and nature.

The need
A home for a travel community’s tours, lectures and history writing, where members can join in and talk.
What I built
Tour and lecture pages, history columns, a members’ community board and an admin console.
Role
Planning & development
ReactCloudflare WorkersD1R2
Visit bgnj.net
Behind the site

Admin console & back end

143 API handlersAbout 40 database tables368 recorded releases
Show admin featuresHide admin features
  • Publish history columns as drafts, scheduled or live posts
  • Run lectures and tours with sign-ups, payment checks and reviews
  • Sell books with order, shipping and refund handling
  • Manage a guesthouse booking system: rooms, rates, availability and coupons
  • Moderate the community with a report queue and automatic member grades
  • Watch analytics, audit and error logs, and manage search-engine settings
02 / AI practice

Applied AI & Web Prototyping

Practical tools, built around a clear need

I use AI-assisted development to turn practical ideas into working web tools. These projects demonstrate how I organize information, design user flows and test useful digital services.

Live

Scout Tour Assistant

A map for finding Scout units, national offices and heritage sites near a chosen location.

Open project
Live

K-TrainRadar24

A map that estimates train positions across South Korea using published timetables and public rail data.

Open project
03 / AI transformation

AI Workflow Consulting & Workshops

Focused pilots and hands-on practice

AX means AI transformation: applying AI to everyday work. I offer workflow reviews, focused pilot planning and hands-on workshops built around content production and web prototyping.

Workflow review
Map recurring tasks, handoffs, and opportunities where AI could help.
Pilot planning
Choose one use case, define a useful output, and agree how to review it.
AI workshops
Practice turning a real content or web idea into a working prototype.
Field & youth media
Workshops on documentation, photography, Scouting, and international communication.

Have a website, a tool or a workflow in mind?

Share the goal, the people who will use it and what it needs to do. We can scope the website, prototype or workshop that fits.

Discuss a project
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