Hello. I majored in statistics and worked as an AI engineer. Currently, I am studying Web/App Development.
- Bachelor of Science in Statistics, Pusan National University (2023)
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AI Engineer, INEEJI (2023.1. ~ 2023.8.)
- Time Series Prediction
- Time Series Anomaly Detection
- DB Optimization(Query, Table)
- Develop DB API
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Public Servant, Statistics Korea (2016-2018, 1 year)
- Creating statistics (using SAS, SPSS)
- General Affair
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Model Deployment
: I can perform statistical and machine learning modeling for regression/classification prediction skillfully, and I have studied the theoretical background of most models. also, I can apply AutoML & XAI to the analysis. I keep studying deep learning and XAI. -
API Deployment
: I can develop DB API and Model API and have the ability to distribute them to the cloud. -
App development
: I can develop an app that provides data analysis results through the R Shiny framework. (Currently, I am studying developing apps through full stack.)
- Improvement of KB commercial area analysis & Development of Market fit indicator, for small business owners (2018) / Seoul National University (Excellence Prize)
- Pusan National University AI Open Source SW Hackathon (2021. 9. 10.~ 2021. 10. 8.)
- Seoul National University 4th Industrial Revolution Academy: Bigdata Analytics Courses (2018. 6. 18.~ 2018. 12. 14.)
- Analysis of Influencing Factors on Subjective Satisfaction (2022) *CFA, AutoML, XAI
- Development Credit rating model using statistical machine learning (2022) *glmboost
- Sightseeing Recommendation System (2021) *serving model api
- Improvement of KB commercial area analysis & Development of commercial district, for small business owners (2018) *r shiny
- Engineer Big Data Analysis (2022)
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Study & Interest
- Time series, Deep Learning
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Military Service: Korean Air Force, Honorably Discharged (2019. 5. - 2021. 3)
If you have any questions about me, please contact me by e-mail. (smldlyst@gmail.com) Thank you!