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There's widespread fear that AI will replace jobs, but the real threat isn't AI itself. It's the person next to you who strategically leverages AI. 80% of AI projects fail and 42% of businesses abandon AI initiatives.
AI project failures aren't due to lacking technology. 50% of businesses cite lack of AI skills and know-how as the primary barrier, missing clear strategy and execution roadmaps. Through 10+ enterprise AI projects and 720+ consulting sessions, I've discovered the patterns of successful AI adoption.
Developers who only know technology miss what customers actually need. Planners disconnected from the field demand the impossible. I am the bridge connecting these two worlds, and the executor who builds it hands-on.
The essence of AI Transformation isn't simple automation. To overcome the high AI project failure rate (80%), we elevate organizational AI maturity through the complete journey of Strategy → Education → Development, securing sustainable competitive advantage.
I'm not a consultant who delivers analysis reports and walks away. I'm not a vendor who builds to spec and vanishes. I'm an AI partner who deeply understands your business and stays until real impact is delivered.
In the DIY AI era, anyone can create automations, but according to McKinsey, only 1% of businesses reach mature AI levels. Single automations are just temporary fixes. Through AI Operating Systems, I solve fundamental business problems and journey together through Strategy → Education → Development.
AI Tech Stack
- • Python, LLM, Prompt Engineering
- • RAG, Domain Specific sLLM Fine-tuning
- • AI Agent, n8n, Make
- • AI Chatbot, Dify
AI Transformation Services
- • AI Strategy & Audit - Business diagnosis and roadmap design
- • AI Operating System - Integrated AI infrastructure development
- • RAG System - Enterprise custom knowledge management
- • Domain-specific sLLM - Industry-specialized language models
- • Make/n8n based AI automation systems
- • AI Education & Culture - Organizational AI capability enhancement
Track Record
- 10+ successful AI projects for major corporations (banking, insurance, telecom, manufacturing)
- FastCampus Make Workflow Automation official instructor & AI System Maker community operator
- (Dev) Text Mining (2017~) → NLP (2019~) → RAG/sLLM System (Present)
- (Edu) 2,850+ hours of AI/ML accumulated lectures / 720+ enterprise AI consulting & coaching
- (Prize) Generative AI Hackathon 1st place (1/980), Kaggle Competition Expert Top 1.5%
Projects & Education
기업의 생산성을 한 단계 레벨업 시켜드리고 있습니다.
