SEUNGYI (FIONA) SEO
Overview
1
1
year of professional experience
Work History
Course Assistant
University Of Illinois, Data Science Exploration
01.2023 - Current
- Facilitated lab sessions in partnership with 2 other assistants, providing hands-on support to a group of 30+ students which ensured comprehensive understanding and application of course materials
- Assessed and provided feedback on weekly assignments for around 25 students, highlighting areas for enhancement and providing guidance to foster academic growth
- Conducted weekly office hours to provide support for students in homework guidance and exam preparation
Data Visualization/Database Developing Intern (Returning Intern)
Highland Foods
Korea
05.2023 - 08.2023
- Developed a comprehensive data visualization dashboard displaying data time series with real-time trend analysis
- Designed and implemented algorithms for dynamic data filtering using SQL API and preprocessing based on user-defined inputs
- Established weekly collaboration with trading and marketing departments which ensured the dashboard met user requirements and promptly incorporated direct feedback
- Amplified company decision-making by providing instant visual insights for strategic product planning sessions
Data Mining Analyst Intern
Highland Foods
Korea
05.2022 - 08.2022
- Developed RPA algorithm to autonomously access and extract shipment information from 10+ web pages, streamlining data entry and ensuring accurate database updates
- Implemented a data mining solution to automatically convert image-based documents into searchable PDFs which enhanced data accessibility and retrieval
- Achieved significant time-savings by eliminating the need for manual webpage navigation and document reading
Education
Bachelor of Science - Statistics
University of Illinois-Urbana Champaign
08.2021 - 2024.05
Skills
Programming Languages: Python, C, R, JavaScript, HTML, CSS, SQL, Kotlin
Related Courseworks
Fundamentals of Accounting, Management and Organizational Behaviors, Advanced Data Analysis
Accomplishments
Cozad New Venture Challenge et al.
- Co-founded a B2B university marketing email management system, beginning with customer discovery research(field studies, interviews, and market analysis)
- Obtained a total value of $13,700 (including seed funding, IP legal services, consulting) through four pitches and business summary presentation
- Won the Accelerating Women and Underrepresented Entrepreneur Award from the Technology Entrepreneur Center at the University of Illinois
Dean's List
- Spring 2022, Fall 2022, Spring 2023
Project Highlights
Personal Project - WRFU Radio Urbana Listener Data Analysis
- Conducted a comprehensive analysis of 2022 WRFU radio streaming data, examining variables such as region, show type, and party affiliation to identify opportunities for enhancing listener engagement
- Executed statistical analyses to forecast total listener durations and discern the significance of various factor
Group Project - Flight Distance Algorithm using C++
- Developed a flight distance algorithm using Djikstra's algorithm and Page Rank algorithm
- Achieved optimization for the shortest travel route and layover between two airports with visual representation
Group Project - Mobile Dashboard App Development using Kotlin
- Collaborated with three members skilled in software engineering to create a mobile application
- Engineered a student-centric app featuring functionalities like user authentication, a dashboard, course detail input, a weekly calendar view, and a grade estimation tool
Extracurricular Activities
WCS (Women in Computer Science)
- Member from Aug 2022 to May 2023
- Participated in an outreach committee targeting high school students interested in Computer Science
- Facilitated ChicTech (a full-day event) by managing communication by dispatching invitations to local high schools and addressed queries during the technical workshop
Timeline
Data Visualization/Database Developing Intern (Returning Intern)
Highland Foods
05.2023 - 08.2023
Course Assistant
University Of Illinois, Data Science Exploration
01.2023 - Current
Data Mining Analyst Intern
Highland Foods
05.2022 - 08.2022
Bachelor of Science - Statistics
University of Illinois-Urbana Champaign
08.2021 - 2024.05
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