Full-stack AI developer with proven experience deploying AI solutions across diverse industries—finance, utilities, and manufacturing.
Multi-domain background and experience in various technical roles enable versatile stakeholder communication and holistic approach to service development, from initial requirements gathering to production deployment.

🎨 Technical Skills

Category	Technologies
Languages	Python, JavaScript, TypeScript
Frontend	React, Next.js, TailwindCSS
Backend	FastAPI, Node.js, Express
ML/DL	PyTorch, TensorFlow, Scikit-learn
Database	PostgreSQL, MongoDB, Turso(Sqlite)
DevOps	Docker, GitHub Actions, Vercel, Git

📚 Education

• Bachelor of Computer Science

Handong Global University

3.2009 ~ 8.2016

• English Major | Student Council President

Gyeongnam Foreign Language High School

3.2006 ~ 2.2009

• Biomedical Lab AI Researcher

Modu Research Institute (Private Research Institute)

1.2018 ~ 12.2018

📜 Certificates & Awards

• Machine Learning
Stanford Online (Coursera) - Jan 2021
• Data Science Math Skills
Duke University (Coursera) - Apr 2018
• Bayesian Statistics: From Concept to Data Analysis
University of California, Santa Cruz (Coursera) - Jan 2020
• H&A Digital FLEX - Excellence Award
LG Electronics H&A - Dec 2021
• 1st Place in Handong University Debate Competition
Oct 2012

🗣️ Languages

🇰🇷 Korean - Native

🇬🇧 English - Intermediate

IELTS: Overall Band 6.5 – 8 Nov 2025

Career Journey

AI project PM · Internal AI Trainer | Hyosung ITX

05.2026 - now

I.M Seminar — live session

I.M Seminar #3 — attendee feedback

“This AI training made me realize that generative AI is not just a search tool but a work tool that raises real productivity on the job.”

최*순 · 경영기획팀

“Your lecturing seems to get better every time. Another session of good material today. Looking forward to what comes next.”

인*정 · ITO서비스2팀

“You explained it in a way that is easy to follow even for non-developers!!”

정*서 · 경영관리팀

“The skills you shared in the lecture should be a big help with the AI research work I am doing. It was a very meaningful session, and the time flew by!”

김*원 · ITO서비스1팀

• IBee - Company-Wide Internal Chat Service

Led the internal chat assistant used across the company as Project Manager, from scoping through production. Designed and built the RAG system over internal documents so the LLM answers grounded in real work context rather than generic knowledge.

• WeeklAI - Executive Weekly Reporting System

Built an AI workflow that collects and summarizes weekly updates scattered across departments into an executive-ready report, giving teams back the hours they used to spend assembling it by hand.

• I.M (ITX Meetup) - Internal Tech Seminar Program

Founded and run an internal seminar series on emerging AI and engineering trends, raising the organization's baseline fluency with AI tooling.

• HIB - Hyosung ITX IT Blog

Launched and maintain the in-house engineering blog where teams write up their technical work for the rest of the organization.

Tools:Claude CodeRAGDatabricksAWSNext.jsOrca

Solopreneur · AI Tech Trend Curator | Peter's Place

05.2025 - now

• Lead Instructor, AI Tech Trends - Fast Campus "Monthly AI Tech Membership"

Since August 2026, I test every notable new AI tool and agent architecture as it ships and teach it to developers through monthly VODs and live sessions. The curriculum covers Claude Code workspaces, agent internals, and Harness/Loop engineering — techniques that have no documentation yet. Staying current is not a side interest here; it is the job.

• Protu - AI-Powered IELTS Writing Assistant

Built an automated proofreading service using AI to help IELTS candidates improve their writing. Designed human-like feedback interface to provide natural, conversational corrections.

• AI Engineering Technical Instructor & Mentor

Dong-A University, Busan (Nov 2025 - Dec 2025)

Tools:Next.jsPrismaTurso(Sqlite)PWAVercelGoogle APIClerkLemon SqueezyGithub ActionsJest

Full Stack Developer | KB Kookmin Bank

10.2022 - 05.2025

• Internal Service Development

Developed end-to-end in-house services as a full stack developer, including a foreign exchange suspicious transaction detection AI service and a foreign remittance document inspection OCR service.

Tools:Next.jsFastAPIPrismaPostgreSQLceleryrabbitmqdocker

AI Engineer | LG Electronics

06.2021 - 09.2022

• Retail Customer Analysis

Led an Object Tracking AI project to quantify and visualize customer behavior in offline stores, including movement patterns, visit frequency, and dwell time using deep learning models. Completed on-site development of a binary classification model within one week—from data collection and labeling to training—to distinguish between promoters and genuine customers, integrating it into the object tracking pipeline for accurate market reaction analysis.

Tools:YOLOv5DeepSortPytorchTableauBigQuerySQLAPI