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

  • Intern

    Cache Energy

    • Supported brand communication and public relations initiatives by designing visual and messaging assets to improve clarity, consistency, and customer engagement

    • Collaborated cross-functionally with engineers and the CEO to translate brand identity into customer-facing content, enhancing brand positioning and communication effectiveness

  • 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.

  • 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

  • Undergraduate Research Assistant

    Adaptive Cognition and Interaction Design (ACTION) Lab

    Develop Conversational Interfaces

    • Contribute to the design, implementation, deployment, testing, and user study of different conversational interfaces

    • Conducted quality assurance testing for conversational interfaces, identifying dialogue flow errors, intent misclassifications, and response inconsistencies across multiple chatbot iterations

    • Analyzed conversation logs and testing results to identify recurring interaction issues and recommend improvements for dialogue design

    • Conducted persona-based testing and first-round trial testing to evaluate chatbot responses across diverse user scenarios

  • 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

  • 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)

  • TeamK

    Illinois Statistics Datathon | University of Illinois Urbana-Champaign | Department of Statistics

    • 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)

  • 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

    • Korean (native)

    • English (professional)

    • Bahasa Indonesia (proficient)

    • 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

    • Communication

    • Teamwork

    • Leadership

    • Management

    • Strategic Planning

    • Organization