Machine Learning Engineer

• May 2023 - Present

Machine Learning Engineer

• Sep 2021 - Apr 2022

- Analyzed Histopathology Image using Python Pytorch. - Developed and customized deep learning based survival analysis model. - Visualized and analyzed two risk groups(low, high risk) based on the risk score from the deep learning model using logrank test. - Publicated papers(abstract) at USCAP22, AACR22. - Researched recent deep learning papers. - Analyzed Histopathology Image using Python Pytorch. - Developed and customized deep learning based survival analysis model. - Visualized and analyzed two risk groups(low, high risk) based on the risk score from the deep learning model using logrank test. - Publicated papers(abstract) at USCAP22, AACR22. - Researched recent deep learning papers.

Data Analyst Remote

• Jan 2021 - Feb 2021

- Analyzed users' log data and feature selecting using Python. - Scaled the log datas and dimensionality reduction using PCA, TSNE. - Clustered the users' log data using unsupervised ML models(KMeans, DBSCAN, etc.) to verify and select excellent worker. - Made the first version of ML model to verify and select excellent worker. - Analyzed users' log data and feature selecting using Python. - Scaled the log datas and dimensionality reduction using PCA, TSNE. - Clustered the users' log data using unsupervised ML models(KMeans, DBSCAN, etc.) to verify and select excellent worker. - Made the first version of ML model to verify and select excellent worker.

Growth Hacker

• May 2019 - Dec 2019

- Planned and developed own marketing performance system using Python and Google Tag Manager through Google Cloud Platform. - Analyzed users' tracking data and extract meaningful insight using MYSQL, Big query, and Google Analytics. - Created human resource platform using the Word Press. - Planned and developed own marketing performance system using Python and Google Tag Manager through Google Cloud Platform. - Analyzed users' tracking data and extract meaningful insight using MYSQL, Big query, and Google Analytics. - Created human resource platform using the Word Press.