Data Scientist

• Jun 2021 - Present

Business Strategy Intern

• Sep 2021 - Dec 2021

• Developed an automated system to extract and process data from selected fund managers using SEC 13F forms • Created an interactive web app that creates investment reports based on the multiple variables affecting their alphas • Aggregated 50+ financial data features using 5+ public APIs to calculate the risk and correlation of the managers • Developed an automated system to extract and process data from selected fund managers using SEC 13F forms • Created an interactive web app that creates investment reports based on the multiple variables affecting their alphas • Aggregated 50+ financial data features using 5+ public APIs to calculate the risk and correlation of the managers

Data Manager at Yonsei i7 Makerspace

• Jun 2020 - Dec 2020

• Organized data generated by manufacturing equipment, location, materials and human resources in the Makerspace• Formulated and developed an enterprise resource planning program with Python OpenERP and Excel VBA

Research Assistant at Yonsei Human and AI Research Lab

• Mar 2020 - Jul 2020

• Led & assisted papers about HCI, Technology management, Social sustainability, and Artificial Intelligence• Gathered & analyzed 1,000 samples of civic crowdfunding data using Classification, Clustering and Regression• Used Machine Learning algorithms such as Logistic regression, Decision Tree, KNN, Naïve Bayes, and K-Means

Sales & Marketing staff

• Jun 2018 - Mar 2019

• Full-time employee in LG Electronics, Korea Sales and Marketing Head Office, B2B Commercial corporate team • Formulated strategies to develop new products and services with emerging Korean startup companies • Full-time employee in LG Electronics, Korea Sales and Marketing Head Office, B2B Commercial corporate team • Formulated strategies to develop new products and services with emerging Korean startup companies

Co-Founder

• Aug 2015 - Apr 2017

• Executed overall business operations, investor relations, market research and organization management • Raised Venture Capital investments of 86,000 USD from Digital Entertainment Ventures NY and DEV Korea • Selected as one of the top 200 companies to receive a 10,000 USD funding by the Seoul Metropolitan Government • Executed overall business operations, investor relations, market research and organization management • Raised Venture Capital investments of 86,000 USD from Digital Entertainment Ventures NY and DEV Korea • Selected as one of the top 200 companies to receive a 10,000 USD funding by the Seoul Metropolitan Government

Intelligence Sergeant

• Jul 2013 - Apr 2015

• Collected and analyzed data related to international cyber threats, information security and national defense • Discharged from Korean army upon completing military service in Republic of Korea Cyber Command • Collected and analyzed data related to international cyber threats, information security and national defense • Discharged from Korean army upon completing military service in Republic of Korea Cyber Command