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Kwondai Park

@kwondaipark

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Applied Mathematics graduate transitioning into AI and Data Science.

South Korea

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What I'm looking for

I seek a role in AI/ML or data science where I can apply mathematical reasoning to real-world data, work in collaborative teams, and grow technical skills in Python and machine learning while delivering measurable business or educational impact.

I am an Applied Mathematics graduate with strong quantitative reasoning and algorithmic problem-solving skills. I translate analytical findings into practical solutions and optimize processes using statistical models.

I have experience applying quantitative methods to evaluate learning data, designing Excel-based tracking systems, and refining schedules and resource allocation based on data interpretation. I led instructor teams and implemented structured reporting processes to improve program performance.

My background includes operations analysis in service and educational settings, managing budgets and performance statistics, and supporting linguistic pattern analysis in an academic program. I bring cross-cultural communication strengths as a bilingual professional educated in the U.S.

I am seeking to transition into AI, Machine Learning, or Data Science roles where I can leverage mathematical logic, data preprocessing, and predictive analysis to build real-world data systems and contribute to measurable outcomes.

Experience

Work history, roles, and key accomplishments

Current

Chief of Department

Current

YBM ECC

Oct 2024 - Present (1 year 2 months)

Applied quantitative methods to evaluate student learning data and program performance, designed Excel-based tracking systems, and led instructor teams to improve outcomes and reporting processes.

Excel Data Analysis Reporting Team Leadership Program Evaluation Performance Tracking

Vice President

Omega Institution

Oct 2021 - Jul 2024 (2 years 9 months)

I was a vice president of Omega Institution. I managed classes, supported English learners, and created engaging, structured lessons.

Excel PowerPoint Word SAS SAS Programming English Language English Communication SATs

Service Team Member

Sushi Huku Restaurant

May 2015 - May 2020 (5 years)

Analyzed daily operations to optimize resource use and service efficiency, developed process metrics to monitor performance, and supported teamwork in a multicultural, high-paced environment.

Process Optimization Operations Analysis Metrics Teamwork Customer Service Performance Monitoring

Teaching Assistant

Kennesaw State University

Feb 2017 - May 2017 (3 months)

Maintained attendance and performance databases for the Korean program and supported linguistic pattern analysis and student engagement tracking.

Data Management Linguistic Analysis Reporting

Operations Manager

Immanuel Church Summer School

May 2016 - Aug 2016 (3 months)

Managed budgets, payroll, and performance statistics for large-scale programs and applied mathematical models for expense prediction and resource management.

Budget Management Payroll Forecasting Performance Analysis Resource Allocation Mathematical Modeling

Education

Degrees, certifications, and relevant coursework

Kennesaw State University

Bachelor of Science, Applied Mathematics

Activities and societies: Teaching Assistant in Korean Language Program; involved in data tracking and performance databases

Bachelor of Science in Applied Mathematics from Kennesaw State University, focusing on quantitative reasoning, statistical modeling, and algorithmic problem solving.