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Kwang-Rae Kim is listed as Data Scientist | AI/ML Specialist at LG CNS, a company with 3893 employees, based in South Korea, Korea, Korea, Republic Of. AeroLeads shows a matched LinkedIn profile for Kwang-Rae Kim.
Kwang-Rae Kim previously worked as Data Science Professional at Lg Cns and Principal Consultant at Sas. Kwang-Rae Kim holds Doctor Of Philosophy - Phd, Statistics from Korea University.
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I am a data scientist with research and data analysis projects experience. I have strong statistical background with a PhD in Statistics and a Postdoc in Statistics and Mathematics. My speciality comes from enhanced data adaptive approaches to big data with massive and high dimensional complexity. Not only acquiring various theoretical knowledge but also applying most suitable modeling to business problems, I successfully accomplished many analysis projects to solve client needs. I'm also doing presales consulting with a deep understanding of customer needs and smooth communication with customers. My experience in university teaching is also a part of foundation to form a consensus with customers.■ Data Science - Machine learning, deep learning and reinforcement learning - Statistical modeling and data mining - Big data analysis - Various business domain knowledge - Analytical approach with mold-breaking thinking■ Presales Consulting - Solution presentation skills in accord with customer needs - Consulting with compact key points and analysis results - Advisory role to come up with a business solution■ Analytical Skills - Machine learning, deep learning, statistical modeling and data mining - Proficient programming skills in Python, PySpark, R and SAS - Deep learning frameworks such as Tensorflow, Keras, etc - Cloud technologies such as Docker/Container - Background in Oracle, MS-SQL, Hadoop, and their application for ETL - Skills in fundamental usage of Linux, C, JAVA, Web and Backend programming
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A career timeline built from the work history available for this profile.
* Design of data analyst's analysis environment operation management process system* Development of advanced personalized push advertising system* Development of financial wares recommendation model* LLM-based behavioral sequence analysis and sequence recommendation model development* Personalized VOD Recommendation System Development* Derivation of.
Seoul, Korea
* Patient clustering and pathogenesis prediction modeling using MRI medical records* Elderly Treatment Cost Forecasting* Heat Demand Forecasting for Local District Heating* Performance Test of Analytic Platform for Quality Data Analysis* Prediction of Steel Plate Cutting Time & Optimal Assignment* Predictive Modeling of Maximal Power Output via Analyzing.
Seoul, Korea
* SCM Big Data Analysis (Predictive modeling & Consistency Analysis)* Forecasting GP Shipping Market Conditions* Establishment of Foundation of Data Analysis for Foreign Marketing* A Study on the Fact-finding of Career Movement of Oversea-employees
Nottingham, United Kingdom
* Department: School of Mathematical Sciences* Title: Statistical Analysis of Manifold-Valued Data* Subjects- Smoothing splines on Riemannian manifolds- Principal nested shape space analysis- Bayesian linear size-and-shape regression- Shape multi-dimensional scaling- Locally linear embedding and locally manifold embedding
Göttingen, Germany
* Department: Institute for Mathematical Stochastics* Title1: Formation of Stress Fibers in Adult Stem Cells (2012.07~2013.09)* Title2: Statistics of Riemannian Metrics and Biomechanical Gait Analysis (2012.01~2012.07)* Main approaches: Smoothing Splines, Kernel Density Estimation
Seoul, Korea
* Department: Institute for Statistics* Title: Statistical Modeling and Analysis of Multifold Structure Data* Main approaches: Classification & Prediction
* Subjects- Statistics- Data Mining- Computational Statistics- Statistical Programming
Seoul, Korea
* A Study on the Imputation Method for the 2007 Advertising Industry Survey* Parameter estimation for the Elementary Statistics Survey of 2007 Tourism Enterprise* A Study on the Imputation Method for the 2007 Transportation Population Estimation Survey* A Study on the Imputation Method for the 2007 Broadcasting Enterprise Survey
* Development of NeOSS-SLA transition analysis system* Development of analytical system for mobile telecommunication* Development of statistical analysis system for SLA management information
Other employees you can reach at lgcns.com. View company contacts for 3893 employees →
박미선
Colleague at Lg Cns
Paju, Gyeonggi, South Korea, Korea, Republic Of
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천L
천인규 Lg Cns
Colleague at Lg Cns
South Korea, Korea, Republic Of
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김
김기정
Colleague at Lg Cns
South Korea, Korea, Republic Of
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ML
Miran Lee
Colleague at Lg Cns
South Korea, Korea, Republic Of
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HJ
Ho Jun Lee
Colleague at Lg Cns
South Korea, Korea, Republic Of
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신
신미진
Colleague at Lg Cns
Seoul Incheon Metropolitan Area, Korea, Republic Of
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VD
Victor D.
Colleague at Lg Cns
São Paulo, São Paulo, Brazil, Brazil
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CH
Chaeyoung Hwang
Colleague at Lg Cns
Seoul, South Korea, Korea, Republic Of
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JS
Junho Shin
Colleague at Lg Cns
Seoul, South Korea, Korea, Republic Of
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EL
Eunhak Lee
Colleague at Lg Cns
South Korea, Korea, Republic Of
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- Title: A Functional Data Analytic Approach to Spacetime Data
Quick answers generated from the profile data available on this page.
Kwang-Rae Kim works for LG CNS.
Kwang-Rae Kim is listed as Data Scientist | AI/ML Specialist at LG CNS.
Kwang-Rae Kim is based in South Korea, Korea, Korea, Republic Of while working with LG CNS.
Kwang-Rae Kim has worked for Lg Cns, Sas, Begas, University Of Nottingham, and Georg-August-Universität Göttingen.
Kwang-Rae Kim's colleagues at LG CNS include 박미선, 천인규 Lg Cns, 김기정, Miran Lee, and Ho Jun Lee.
You can use AeroLeads to view verified contact signals for Kwang-Rae Kim at LG CNS, including work email, phone, and LinkedIn data when available.
Kwang-Rae Kim holds Doctor Of Philosophy - Phd, Statistics from Korea University.
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