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
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/