Resume
Education
Graduated May 2025
BS in Information Sciences + Data Sciences, Minor in Statistics
Expected May 2026
MS in Business Analytics
Graduated May 2021
High School & International Baccalaureate Diploma
English & Korean Bilingual Certificate
Self-achieved Advanced Placement Exams (Calc BC, Microeconomics, Macroeconomics)
Experience & Leadership
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Intern
Cache Energy
Supported a fast-paced energy sector startup in developing customer-facing communication assets, ensuring brand consistency and quality standards across all materials
Collaborated with cross-functional peers to translate technical brand identity into clear, reliable customer-facing content
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Undergraduate Ambassador
School of Information Sciences
Delivered personalized guidance to prospective students on curriculum paths, student organizations, and internship opportunities.
Collaborated with admissions and marketing teams to develop recruitment content, including blogs, videos, and social media campaigns.
Strengthened communication, public speaking, and peer mentorship skills through frequent Q&A panels and outreach events.
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CS Associate
Tulip Korea
Managed customer relationships through CRM tools, resulting an increase in customer satisfaction and retention
Created a comprehensive training manual for new employees, detailing procedures and best practices to support team efficiency
Compiled and maintained daily sales reports, providing accurate and timely updates on sales performance
Analyzed sales data to identify trends and insights, supporting strategic decision-making
Coordinated with logistics partners (CJ Logistics, Coupang) to streamline the SCM and resolve any issues
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Quality Assurance Research Assistant
Adaptive Cognition and Interaction Design (ACTION) Lab
Performed QA testing during deployment, identifying response errors, edge cases, and usability issues before release
Developed and executed persona-based test scenarios to evaluate accuracy, coherence, and user experience, simulating diverse real-world user behaviors
Identified, documented, and reported model errors using root cause analysis to improve performance
Conducted multiple quality checks via random sampling to monitor system compliance with specifications and performance standards
Presented findings to cross-functional teams, communicating quality issues and countermeasure effectiveness
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Warehouse Associate
Tulip Korea
Managed and maintained detailed inventory databases to track product locations, quantities, and shipment status, ensuring high data accuracy and operational visibility
Processed 1,000+ orders weekly with precision and efficiency, maintaining accurate records and supporting timely, quality-controlled dispatch
Collaborated cross-functionally with SCM, Logistics, and Customer Service teams to align fulfillment schedules with customer expectations, improving coordination, communication, and service reliability
Leadership & Engagement
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President
Korean Cultural Center
Coordinated and managed major event featuring renowned Korean dance influencer participated by 100+ UIUC students
Lead weekly social and cultural events for RSO members
Manage collaborative events with other RSOs and UIUC undergraduate students
Organize cultural events through fundraisers and raising awareness booths
Teach and participate 50-60 UIUC’s foreign students Korean during Korean Conversation Table (KCT)
Design posters, posts, and contents for social media accounts (Instagram: 500+ followers, YouTube, Facebook)
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Synchrony Financial Datathon | University of Illinois Urbana-Champaign
Collaborated in a 36-hour data competition to analyze customer call behavior in an Interactive Voice Response (IVR) system and identify factors influencing unresolved support calls
Conducted exploratory data analysis on 10+ call attributes and identified that the top 5 call reasons accounted for the majority of IVR traffic, revealing key opportunities for automation improvements
Built a logistic regression classification model to predict whether a call would be resolved by the IVR or escalated to a human agent
Addressed class imbalance using k-means clustering and stratified sampling (n=1000), improving minority-class prediction performance and increasing F1 score by ~30%
Discovered that MOS sequences longer than 3 steps significantly increased unresolved call probability, informing recommendations to simplify IVR pathways
Delivered data-driven recommendations to reduce agent call transfers by prioritizing optimization for high-escalation call reasons (CT, WA, DP, FM, FD, iR)
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Director Management & Design Team
Mixed Motions
Design posters, posts, banners, and contents for social media accounts (Instagram: 400+ followers, YouTube, Facebook)
Contribute to concept management for dance team videos
Compose various event posters for promotion (Instagram, Facebook)
Produce organization calendar for effective planning and directing managements
Professional Skillsets
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Korean (native)
English (professional)
Bahasa Indonesia (proficient)
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Python (Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, statsmodels)
R
SQL
MongoDB, Tableau, AWS, KNIME, Figma
MiriCanvas, Canva, CapCut, InShot
Microsoft Office, Google Workspace
Adobe Photoshop, Adobe Lightroom, Adobe Illustrator,
Data Science, Data Analysis, Machine Learning, Data Visualization
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Communication
Teamwork
Leadership
Management
Strategic Planning
Organization