Track record

SK innovation E&S

Energy·2026.05

Year-long AX transformation program and mentoring

LNG AX Strategy & Power Business teams

• AX transformation PBL coaching for the LNG AX Strategy and Power Business teams
• RAG training built on AWS SageMaker and QuickSight

The Chosun Ilbo

Media·2026.05

AX project-based learning for leadership

Leadership

• AX training on adopting generative AI in a media organisation
• Usage strategy framed around hallucination and consistency

Hansae

Fashion & manufacturing·2026.05

Year-long AX program (intermediate)

Practitioners

• AI literacy training with AX/DX automation mentoring
• Replacing MS Excel VBA workflows with LLM-assisted practice

Sebang Global Battery

Manufacturing·2026.05

Training for newly promoted senior staff

Promoted staff

• AX adoption strategy by organisation for newly promoted senior staff
• Domain knowledge by job family, plus LLM operation and customisation

NCSOFT

Games·2025.11

Data analysis: foundation and advanced tracks

Practitioners (with individual PoC mentoring)

• Foundation track: data analysis with MS Copilot and generative AI for daily productivity
• Advanced track: building and visualising ML/DL models alongside MS Copilot
• Shared: per-person PoC mentoring and support for putting it into production

Mirae Asset Securities

Finance·2025.12

Python + SQL for AI-assisted work

New hires

• Python and SQL for AI-assisted work, aimed at the in-house AIOps platform
• Hands-on practice with Pandas, Matplotlib and NumPy

Samsung Electronics

Electronics·2025.12

Internal data science certification course

Korea HQ

• Authoring and distributing the pre-course data science material
• Advanced data science theory and Python-based machine learning models

Kumoh National Institute of Technology

Public & education·2025.12

AI analysis automation through data thinking

GIDX Academy, Gyeongbuk Industrial DX Center

• Running the GIDX Academy AI programme at the Gyeongbuk Industrial DX Center
• Generative AI architecture and building retrieval-augmented generation

Treenod

Games·2025.11

AI training for function leads

Function leads

• Structuring prompt engineering and context engineering
• Agentic AI and Gemini Gems applied to real work pipelines

iriver

Electronics·2025.11

Developing training content on Google Workspace

Company-wide

• Online course content on the Gemini integration inside Google Workspace
• Online course content on working with NotebookLM

Renault Korea

Automotive·2025.10

Process automation PoC with YOLOv11 computer vision

Engineers

• Computer vision technology trends and data science fundamentals
• Developing a custom YOLOv11 model and applying it as a PoC

HD Hyundai Marine Solution

Shipbuilding & marine·2025.09

Working with GPT-5

Experienced new joiners

• Prompt engineering, including secure prompting
• Designing and operating GPTs
• Connecting GPTs to MS Excel VBA for productivity gains

Samsung C&T

Construction·2024.05

Executive data science program and workflow automation PoC

Construction division executives and staff

• Data science programme for construction division executives
• Workflow automation PoC for construction division staff

Aromatica

Cosmetics·2026.08

Company-wide AX program, run annually

Company-wide (beginner and intermediate)

• Beginner: working with Cowork Agent through Claude Artifacts, Design and Project
• Intermediate: automation strategy using Claude Cowork Agent and Code Agent

Sinjimoru

Manufacturing·2026.07

AX workflow automation program

Company-wide

• Deriving an agent strategy grounded in LLM capabilities
• Exploring automation through Claude Artifacts, Design and Project

Claude Master program for teachers

Middle and high school teachers in Daejeon

• Hands-on automation training across Claude Desktop, Code, Design and Artifacts
• Scoping and building PoC mini-projects that mirror each school's real workflows