Industry Project

• Predictive Modeling for Data-driven Decision Making
• Deep Learning-based Agentic AI Models
• AI-driven Optimization Solutions

• 3D Data Modeling and Reconstruction
• Automated Length Measurement from 3D Data
• Computer Vision-based Object Recognition

• AI-based Defect Detection for Manufacturing Quality
• Computer Vision-based Anomaly Detection
• Automated Visual Inspection Solutions

• Advanced Predictive Modeling
• Deep Learning-based Agentic AI Models
• Intelligent Optimization Solutions

• Intelligent Document Interpretation
• Automated Document Classification
• LLM-based Document Intelligence Solutions

• Drawing Comparison
• 3D Data Modeling
• Drawing Information Extraction and Reality Comparison

• Document interpretation
• Quote Information Extraction
• Interpret and summarize information to suit business needs

• Construction supervision analysis (PoC)
• 3D Data Analysis
• Computer Vision Anomaly Pattern Detection

• Process data analysis
• Cause identification and interpretation
• Structured Data Analysis

• Smart Factory Diagnosis
• Process Optimization
• Digitalization

• Fault Detection Using Computer Vision Technology
• Customized computer vision solutions (100% accuracy)
• Advanced methodology

• Temperature prediction and optimal control
• Structured data analysis
• Time series data prediction model

• Fault Detection Using Computer Vision Technology
• Customized computer vision solutions (PoC)
• Application of AI Technology to Areas Difficult for Humans to Distinguish

• Smart Factory Diagnosis
• Optimize Robot Control and Productivity
• Digitalization

• Defect prediction Algorithm
• Advanced Analytics Methodology
• Structured Data Analysis

• Anomaly Detection Model
• Data Visualization and Statistical Analysis
• Advanced Prediction Model

• Vibration Data Anomaly Detection and Prediction
• Extracting Meaningful Information
• Computer Vision

• Development of Process Optimization Algorithm
• AI-based Path Analysis
• Computer Vision

• AI Prediction Model Development
• Computer Vision
• Time Series Analysis

• Medical Image Analysis
• Computer Vision
• Cohort Analysis

• Temperature Prediction Algorithm
• Advanced Artificial Intelligence Methodology
• Time series prediction model

• Medical Image Analysis
• Computer Vision
• Cohort Analysis

• Medical Image Analysis
• Computer Vision
• Cohort Analysis

• Genetic Data Analysis
• Disease Prediction using Deep Learning and Reinforcement Learning

• Data analysis direction suggestion
• Econometric-based data interpretation
• Sales forecasting model

• Smart Factory
• Defect Prediction using AI Method

• Advancement of Robot Advisor [Advanced AI & Time Series Analysis Methodology] (Achieve up and down prediction accuracy of 70% for indicators)
• Reinforcement Learning-Based Portfolio (Achieved 10% annual return, 130% 3-year return)

• Operation Data Analysis and Flexible Prepayment Plan
• Prepaid Plan Prediction Model
• Traffic Data Analysis and Prediction

• Drop Marketing
• Marketing Effectiveness Analysis
• Field Experimental Analysis

• Natural Language Processing
• Metadata Generation Using Various Methodologies
• Significant Data Extraction for Recommender System and Searches

• Influencer Marketing Effectiveness Analysis
• Full analysis of structured data
• Computer Vision
• Face Recognition, Face Classification, Feature Analysis

[ vs No. 1 in the recommender system industry(R**) ]

• Recommender System(Personalization)
• Main Page Comparative Performance: CTR 128%, CR 123%
• Development of Recommender System(step3)
• Design and Development of Recommender System Algorithm(Individual Level)
• Big Data Analysis

• Data analysis with R
• Text Data Crawling and Analysis
• Statistical Analysis & Deep learning

[Image Mining Technology Announced to President of the Republic of Korea]

• Image Mining
• Object Tracking
• Deep Learning Methodology
• Extract Text from Image

[ vs No. 1 in the recommender system industry(R**) ]

• Comparative Performance: CTR 110%, CR 116%, Revenue 126%
• Development of Recommender System(step2)
• Design and Development of Recommender System Algorithm(Segmentation Level)
• Big Data Analysis (Segmentation and Customer Cube Analysis)

[ vs No. 1 in the recommender system industry(R**) ]

• Comparative Performance: CTR 100%, CR 105%, Revenue 110%
• Development of Recommender System(step1)
• Big Data Analysis
• Design and Development of Recommender System Algorithm(Association Rule)

• Recommender System Algorithm Development
• Business Analytics & Business Intelligence Consulting
• Employee Instructor
• Recommender System, Data Mining, Machine Learning, Statistical Analysis Methodology, Marketing Strategy using Data Analysis

• Marketing Strategy using Big Data Analysis
• Using Various Methodologies [Recommender Systems, Data Mining, Statistical Analysis, Econometrics Model]
• Business Analysis & Business Intelligence Consulting

• Customer Marketing Channel Analysis
• Big Data Analysis [300 Million Transaction Data Analysis]
• Quantitative Models for Marketing Decisions & Recommender Systems
• Business Analytics & Business Intelligence Consulting

• Big Data Analysis
• Quantitative Models for Marketing Decisions, Recommender Systems
• Business Analytics & Business Intelligence Consulting

• Korea Institute of Science Technology Evaluation and Planning (KISTEP)
• Text Mining
• Document Classification

• Used Car Price Prediction Model
• Development of Prediction Model through Data Analysis [Time Series Analysis]
• Business Analytics & Business Intelligence Consulting

• Development of Recommender System for retargeting Strategy of Finance Consultant
• Advanced Recommender System Applying Domain Knowledge
• Business Analytics & Business Intelligence Consulting