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REFERNECES

The projects performed and participated in by DanatechOne’s consultants are as follows 

Smart Factory / Manufacturing & Equipment Visualization / Stabilization 

Jun 2023 – Feb 2024

  • Developed an AI-based (BERT) automated Q&A system for technical documents and working memory related to semiconductor equipment

          - Development environment: BERT-based system, Kafka, Splunk, ELK, etc.

          - Natural Language Processing: data collection/cleansing/analysis (document analysis), WordPiece, 

            HuggingFace, Transformer models

Jun 2020 – Oct 2020

  • Smart Factory systems for Samyang Foods (SAP, FMS, EMS, WMS)

  • Logistics PI consulting (Order-to-Delivery, master data, innovation roadmap, To-Be modeling)

  • Established system implementation architecture

Mar 2020 – Feb 2021

  • 3D-based safety management and smart factory solutions

  • IoT sensors, CCTV, and video analytics integration