Project
Analyst + Consultant + Developer
Data Scientist [2023]
Anomaly Detection Model
Data Visualization and Statistical Analysis
Advanced Prediction Model
Data Scientist [2023]
Vibration Data Anomaly Detection and Prediction
Extracting Meaningful Information
Computer Vision
Data Scientist [2022]
Development of Process Optimization Algorithm
AI-based Path Analysis
Computer Vision
Data Scientist [2022]
AI Prediction Model Development
Computer Vision
Time Series Analysis
Data Scientist [2022]
Medical Image Analysis
Computer Vision
Cohort Analysis
Data Scientist [2022]
Temperature Prediction Algorithm
Advanced Artificial Intelligence Methodology
Time series prediction model
Data Scientist [2021]
Medical Image Analysis
Computer Vision
Cohort Analysis
Data Scientist [2021]
Medical Image Analysis
Computer Vision
Cohort Analysis
Data Scientist [2021]
Genetic Data Analysis
Disease Prediction using Deep Learning and Reinforcement Learning
Data Scientist [2021]
Data analysis direction suggestion
Econometric-based data interpretation
Sales forecasting model
Data Scientist [2021]
Smart Factory
Defect Prediction using AI Method
Data Scientist [2020]
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)
Data Scientist [2020]
Operation Data Analysis and Flexible Prepayment Plan
Prepaid Plan Prediction Model
Traffic Data Analysis and Prediction
Data Scientist [2020]
Drop Marketing
Marketing Effectiveness Analysis
Field Experimental Analysis
Data Scientist [2019]
Natural Language Processing
Metadata Generation Using Various Methodologies
Significant Data Extraction for Recommender System and Searches
Data Scientist [2019]
Influencer Marketing Effectiveness Analysis
Full analysis of structured data
Computer Vision
Face Recognition, Face Classification, Feature Analysis
Data Scientist [2019]
[ 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 Scientist [2019]
Data analysis with R
Text Data Crawling and Analysis
Statistical Analysis & Deep learning
Data Scientist [2019]
[Image Mining Technology Announced to President of the Republic of Korea]
Image Mining
Object Tracking
Deep Learning Methodology
Extract Text from Image
Data Scientist [2018]
[ 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)
Data Scientist [2017]
[ 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)
Data Scientist & Instructor [2017]
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
Data Scientist & Consultant [2016]
Marketing Strategy using Big Data Analysis
Using Various Methodologies [Recommender Systems, Data Mining, Statistical Analysis, Econometrics Model]
Business Analysis & Business Intelligence Consulting
Data Scientist [2016]
Customer Marketing Channel Analysis
Big Data Analysis [300 Million Transaction Data Analysis]
Quantitative Models for Marketing Decisions & Recommender Systems
Business Analytics & Business Intelligence Consulting
Data Scientist [2016]
Big Data Analysis
Quantitative Models for Marketing Decisions, Recommender Systems
Business Analytics & Business Intelligence Consulting
Data Scientist [2015]
Korea Institute of Science Technology Evaluation and Planning (KISTEP)
Text Mining
Document Classification
Data Scientist & Consultant [2014]
Used Car Price Prediction Model
Development of Prediction Model through Data Analysis [Time Series Analysis]
Business Analytics & Business Intelligence Consulting
Data Scientist & Consultant [2013]
Development of Recommender System for retargeting Strategy of Finance Consultant
Advanced Recommender System Applying Domain Knowledge
Business Analytics & Business Intelligence Consulting
Research Project
PI, Deep Learning and Dysphagia – A New Approach for Diagnosis and Prediction of Prognosis, 2023
PI, Seoul-type R&D support project, artificial intelligence (AI) technology commercialization support project (Second SBA Project), 2023
PI, Shipbuilding and marine ICT convergence technology advancement and commercialization support project, 2023
PI, Development of video fluoroscopy diagnosis solution using deep learning, 2023
PI, Seoul-type R&D support project, artificial intelligence (AI) technology commercialization support project (First SBA Project), 2022