Data Analyst

YOMI KANG

404-***-**** ****-****@*****.*** www.linkedin.com/in/yomi-kang

EDUCATION

UNIVERSITY OF IOWA, Iowa City, IA. 08/2019 - 05/2021 Master of Science in Business Analytics, STEM – designated Coursework: Big Data Analytics, Text Analytics, Machine Learning, Data Management and Visualization, Data Programming in R, Data Science, Database Management (TA), Modeling in VBA, Advance Analytics, Business Analytics, Biostatistical Computing (R, SAS) UNIVERSITY OF IOWA, Iowa City, IA 08/2017 - 05/2019 Master of Science in Actuarial Science

- Robert Taylor/Byron Cosby Award Recipient – Award for outstanding academic performance 2018 TECHNICAL SKILLS:

Tools: Excel VBA (3 yrs.), R (2 yrs.), SQL (2 yr.), Python (2 yr.), Git(1yr.), Tableau (1 yr.), Spark, SAS, Google Cloud Platform, Ubuntu

Methodologies: Machine Learning, Text Mining, Natural Language Process, Web Scraping, Data Mining, Regressions (Linear, Multiple, Log, Logistic), Forecasting, Statistical Analysis, Time Series, Optimization, Linear Programming (integer, linear, nonlinear), Pivot Tables, Visualizations (R, Tableau), Database Management and SQL, Data Cleaning and Data Manipulation EXPERIENCE

UNIVERSITY OF IOWA (Iowa City, IA)

Research Assistant 09/2020 – Current

Develop an ensemble model with deep learning models using Pytorch and Monai packages on NIH chest X-ray data

Collaborate with cohorts every minute through Git and Slack by sharing code and idea UNIVERSITY OF IOWA (Iowa City, IA)

Grader 06/2020 – 08/2020

Had weekly sessions for helping their course: Programming in Python and increased their understanding in this course

Used nbgrader which is a tool that facilitates grading assignments in the Jupyter notebook for auto grading Teaching Assistant 01/2020 – 05/2020

Taught students Design and implementation of a database using relational DBMS, how to use SQL to answer complex business problems by using SQL fundamentals such as JOINs, Aggregations, and Subqueries

Committed 10 hours a week as a TA while maintaining full-time status in the Master of Business Analytics program Research Assistant 08/2019 – 05/2020

Maintained and enhanced a Python agent-based simulation model utilized by an NFL team

Collected data by web-scrapping players' information and cleaned, and manipulated data for understandable visualized table Teaching Assistant 08/2017 – 05/2019

Helped 900 students for their project homework. (MS Word, Excel, Access, Power Point)

Improved the online class tool as a facilitator between students and professor, and the online website officers ACTIVITIES & LEADERSHIP

STUDENT UNITED WAY (Iowa City, IA) 08/2018 – current Director of Finance & Ambassador

Reduced workload of a coworker by developing volunteering scheduling dashboard with Excel VBA for the organization

Led a volunteer team for biweekly service event cooperating with a food bank organization, Table to Table in Iowa City ADDITIONAL INFORMATION

Native Korean speaker; advanced in English

SOA exam P and FM (passed), and Exam IFM (seating), Korean Actuary License (First round exam Accepted in two rounds)

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