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EDUCATION
WASHINGTON UNIVERSITY IN ST. LOUIS - DECEMBER 2026
Bachelor of Science in Business and Computer Science (Business Analytics Cluster)
Minors in Human-Computer Interaction and Strategy
GPA: 3.97/4.00 | Dean’s List (Fall 2023, Spring 2024)
Honors: Olin Business School Distinguished Scholar (full-tuition merit scholarship), McKelvey Grace Hopper Conference Scholarship
Relevant Courses: Management Communication, Microeconomics, Managerial Statistics, Rapid Prototyping & Creative Development, Data Science, Data Structures and Algorithms
LONDON SCHOOL OF ECONOMICS AND POLITICAL SCIENCE
2024 Summer Study Abroad
Course: AC110 Principles of Accounting
Grade: A+
STANFORD ONLINE HIGH SCHOOL
Graduated - May 2023
GPA: 3.96/4.00 | ACT: 36
Relevant Courses: Programming C++: Techniques & Algorithms, Data Science, AP Computer Science, AP Statistics, Advanced Topics in Microeconomics, AP Microeconomics, Advanced History Research Seminar
EXPERIENCE
HABITAT FOR HUMANITY – CENTER FOR EXPERIENTIAL LEARNING
Strategy Student Consultant
September 2024 - Present
Analyzed 10+ years of sales data spanning 25 product categories, to predict seasonal demand trends for optimizing $500K in annual sales
Identify inefficiencies in inventory data management systems and design strategy to implement software solutions for enhancing inventory tracking, demand forecasting, and data accuracy; propose standardized system for cataloging donations to streamline process from intake to sales
Led collaborative efforts with three key stakeholders to deliver strategic recommendations supported by detailed market research
WASHU MCKELVEY SCHOOL OF ENGINEERING
Teaching Assistant - Introduction to Computer Science (CSE 131)
January 2024 - Present
Evaluate and grade exams and assignments for 800+ students, providing detailed feedback to enhance comprehension of key course concepts
Deliver 100+ hours of one-on-one assistance to students during weekly office hours, reinforcing course material and grading assignment demos
Lead group of 10 students in weekly studio sessions, fostering collaborative problem-solving and offering targeted guidance on assignments
WASHU OLIN BUSINESS SCHOOL
Research Assistant
October 2023 - Present
Collected data from 400+ students on campus for Dr. Hyebin Kim's field study on marketing strategies and joint-consumption preferences
Performed data coding on 2,000+ survey responses for Dr. Emily Huang's research on consumer sentiment towards various payment methods
Researched effects of e-wallet payment methods on consumer judgment and decision-making under advisor Professor Robyn LeBoeuf
NIKE SPORTS CAMPS
Business Administration Intern
May 2024 - August 2024
Collaborated with three VPs and managed multiple deadlines in a fast-paced environment to optimize procurement efforts for 100,000+ campers and improve operational efficiency for 900+ camps in Nike Sports Camp’s top three revenue-generating sports divisions
Analyzed 200+ equipment invoices from Nike.com to ensure accurate internal accounting and financial records for 100+ top camp directors
Conducted extensive market research on 2,500+ NCAA programs to develop a comprehensive prospect list to drive business partnerships
PRINCETON PHARMATECH
Data Analytics Intern
March 2021 - June 2022
Conducted research with R on the utilization of sequential pattern mining (cSpade) to improve the efficiency of ALS diagnosis based on electronic health records (EHR) from 22,000 ALS patients and 10 million non-ALS patients
Presented findings at the American Statistical Association (ASA) Joint Statistical Meetings and ASA Women in Statistics and Data Science
Won 2nd place at the 2021 Industrial Engineering and Operations Management (IEOM) Rome conference's STEM competition
Collaborated with bioinformatics and software development teams to prototype app in Swift to assist neurodegenerative diagnosis
PROJECTS
Utilizing Machine Learning to Predict Lung Cancer Based on Environmental Factors
(modeled with R)
Built a multiple linear regression model in R using environmental pollutant data (PM2.5, PM10), achieving an RMSE of 14.74
Developed a support vector regression model with a radial kernel, improving accuracy with an RMSE of 13.77
Visualized findings with Tableau and R (ggplot2) to create interactive dashboards showcasing patterns of lung cancer incidence
Tourism Ambassador Platform
(Webapp, written with React.js, Node.js with Express)
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Developed an interactive tourism website promoting London, showcasing personalized attractions and accommodations
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Employed React.js for dynamic front-end and Node.js with Express for a back-end database for seamless user experience and fast data retrieval
Sunshine News Site
(Website, written with PHP, SQL, HTML, CSS)
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Created a full-stack news platform with PHP and MySQL, enabling user registration, story submission, and comment functionality
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Implemented web security practices including password hashing, CSRF protection, and SQL injection prevention to safeguard user data
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Deployed the platform on an Amazon AWS EC2 instance and managed the server via SSH
Using a Machine Learning Logistic Regression Model to Predict COVID-19 Fatality
(modeled with R)
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Analyzed over 1 million anonymized patient records from the Mexican Government with 21 predictive features (e.g., pneumonia, asthma, BMI)
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Built and validated a logistic regression model in R with confusion matrix assessment, achieving 93% accuracy in predicting COVID-19 fatality
STEAMS Methodology of Sports Science & Injury
(analyzed with JMP)
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Utilized clustering principal component analysis and data visualization tools to select appropriate clustering algorithms to uncover injury patterns
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Awarded 1st Place at the Industrial Engineering & Operations Management (IEOM) Zimbabwe Conference High School Competition
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Presented at American Statistical Association Conference on Statistical Practice and JMP Discovery Summit Japan
ACTIVITIES
WashU Google Developer Student Club
Developer - Community of Hope Technology Consulting Project
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Build admin webapp with Node.js and MongoDB to improve accessibility to emergency services and community resources for young mothers
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Coordinate with project managers and stakeholders from Community of Hope to align development with client and users’ technical needs
Olin Business School Council
Finance Committee
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Curate annual budget and funding plans, strategically allocating $15,000 towards 20+ events by collaborating with team of ten finance members
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Source cost-optimized event resources (venue, speakers, catering) and coordinate objectives with 48 council members across five committees
WashU Women in Computer Science
Director of Communications, Executive Board
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Strategize marketing campaigns to maximize engagement of 600+ members at events with corporate sponsors (Capital One, Anheuser-Busch)
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Develop and execute initiatives with 12 executive board members to increase women’s representation in computer science at WashU
WashU Student Investment Fund
Analyst, Stock Pitch Team
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Perform thorough risk analysis regarding industry trends and diversification for consumer sector’s stock pitch of ULTA Beauty (NYSE: ULTA)
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Led development of investment thesis on direct air capture for energy sector’s stock pitch of Occidental Petroleum (NYSE: OXY)
Technical Skills
Programming Languages: Python, SQL, R, PHP, Java, JavaScript, HTML/CSS, C++
Frameworks/Technologies: React.js, Node.js with Express, MongoDB, Apache, Amazon AWS
Tools: Tableau, Adobe Creative Suite, Canva, Figma, JMP
Other: Data Visualization, Machine Learning (Logistic Regression, Support Vector Machine, Sentiment Analysis, Multiple Linear Regression), Web Security (CSRF protection, SQL injection prevention)
Programs and Interests
Programs: Goldman Sachs Virtual Internship Accelerator Goldman Sachs Virtual Insights Series, Huron Consulting Professional Development Bootcamp, Guggenheim Securities Freshman Day on the Job, BNY Mellon Freshman Jumpstart, Wall Street Prep, Forte Career Ready Certificate,
Interests: Figure skating, eSports, building mechanical keyboards, Studio Ghibli movies, video editing, digital art and design, piano