Kipyo Bae

AI Product Manager

Summary

An AI product manager who takes ideas from planning through building to running them. I have been planning AI services since 2024, and I build and test what I plan myself with generative AI tools such as Claude Code, ChatGPT and Gemini.

I run a live service (Churim) and am taking part in the 2026 Modoo Startup Project with team Baekjieseo (advanced to Round 1). I studied economics in Canada and worked there in logistics and video editing.

Experience

2024.07 – Present

MTEG AI Product Manager · Seoul, South Korea

2024.03 – 2024.06

Alpha Brothers AI Consultant

2023.12

SK Teaching Assistant · Seoul, South Korea

  • Stable Diffusion lecture assistant

2020.02 – 2022.10

People in biz Logistics Coordinator · Markham, Ontario, Canada

2019.11 – 2021.11

ENT-X Video Editor · Markham, Ontario, Canada

2011.09 – 2011.12

Dream Institution Teacher Assistant · Gyeonggi, South Korea

2011.07 – 2011.08

Sejin Construction Traffic Management · Seoul, South Korea

Projects

2026.10

Usability Testing Agent Planning · Development

A usability testing tool where AI personas try a web service first and surface where people get stuck

Python · Playwright · FastAPI · Claude API · JavaScript · Claude Code skills

2026.10

Viewgery Planning · Development

A surgical video platform for clinicians that strips patient information on the way in

React · TypeScript · FastAPI · PostgreSQL · ffmpeg · hls.js · Claude Code

2026.10

Isa-Changgu Planning · Development

A mobile web app that turns scattered moving paperwork into a dated to-do list with official links

HTML · CSS · JavaScript · node:test

2026.07 – 2026.10

Surgenie Planning · Development (team project)

A web app that drafts operative records, summaries and reviews from surgical video analysis — from a solo prototype to a team product

Claude Code · Next.js · Claude API · SQLite · React · Vite · Python · HTML/CSS · TypeScript

2026.07 – 2026.09

kisigner Planning · Development

A mockup workflow that moves between Figma and code, with pixel-level verification

Figma MCP · HTML · CSS · Chrome Headless · HTML/CSS · Claude Code skills · Python (NumPy · Pillow · SciPy)

2026.08 – Present

Churim Planning · Development · Operations

A live deal curation service that backs every pick with price history

Node.js · Coupang Partners API · pm2 · Caddy · Express · SVG

2026.09

WorthWatch Planning · Development

A read-only asset dashboard that keeps the trend of balances, not just today’s numbers

Next.js · TypeScript · SQLite · Drizzle ORM · Recharts

2026.08

Mobile Wedding Invitation Planning · Development

Our wedding invitation site, editable from a phone without touching code

Astro · TypeScript · Zod · Sveltia CMS · Cloudflare Pages · Pages Functions · Cloudflare D1

2026.08

API Usage Tracker Planning · Development

A desktop app that gathers scattered LLM API costs on one screen and warns before limits run out

Python · SQLite · pywebview · PyInstaller

2026.07

vacs Planning · Development

A prototype that runs upload, phase recognition, reports and search inside a surgical video archive

Next.js · PyTorch · SQLite · Claude API · Cloudflare Tunnel

2026.06

BABA RT Planning · Implementation

An agent pipeline that picks out what needs review from 57 surgical videos

Claude Code · Python · YAML rules · HTML reports

Activities

2026 – Present

2026 Modoo Startup Project (Korea Ministry of SMEs and Startups) Team Baekjieseo (“started from the bottom”) · advanced to Round 1 · Isa-Changgu

Review blog Recording my taste through reviews of things I have used and chosen

Two semi-automated blogs Testing how much revenue semi-automated blogging can generate · eat_it_up · mafioneer

AI video Instagram account Posting AI-generated videos starring a fox character to test audience response and revenue

Education

2014 – 2019

York University Bachelor of Arts, Economics

2012 – 2014

Seneca College of Applied Arts and Technology International Business Diploma

Training

2023.03 – 2023.10

Government-funded training program Data Analysis & AI

Certifications

SQL Developer (SQLD) Korea Data Agency

Advanced Data Analytics Semi-Professional (ADsP) Korea Data Agency

Skills

Artificial Intelligence · Medical · Data · Generative AI tools (Claude Code · ChatGPT · Gemini)

Languages

Korean · English

As of 2026.10 · latest at kipioneer.pages.dev/cv/en/