Wonbo Shim 심원보

AIVE LabsSeoul, South Korea

• Ran monitoring and reporting for LG Electronics Global, covering the LG.com home appliance and air conditioner storefronts across multiple regions.
• Produced the monthly analytical read on site health — SEO and GEO competitiveness, content integrity and performance trends — for the global digital marketing and commerce teams.
• Maintained a CRM application built with AmorePacific's New Commerce team to support sales operations, monitoring usage and performance and delivering daily, weekly and monthly reporting for decision making.

Purple AcademySeoul, South Korea

• Consolidated and structured metadata for over 80,000 books into a SQL-based dataset, reducing retrieval time by more than 60%.
• Graded English vocabulary collected from textbooks into difficulty levels by school year, enabling systematic classification of book content.
• Designed a department-level data mart integrating students, courses, learning materials and books, cutting reporting from days to hours.
• Built the foundational dataset for rebuilding the book recommendation system, and tracked KPI metrics for the academy's public platforms.

42MaruSeoul, South Korea

• Contributed to API development for the company's AI-powered question-answering solution.
• Built RESTful APIs in Python and FastAPI for member management and the QA product, improving response times by roughly 35%.
• Handled deployment with Docker and AWS, and owned data formatting and the pandas analytics pipelines behind the product.
• Served as Industrial Technical Personnel under alternative national service.

Kong StudiosSeoul, South Korea

• Developed client-side quest and gameplay features for Guardian Tales, through a global launch across more than 230 countries — 10M+ downloads and a 4.9/5 rating within its first months.
• Built management tooling for in-game content updates and real-time event handling, cutting deployment time by about 40%, customer ticket resolution by about 30% and downtime on urgent fixes by about 25%.
• Designed data mining pipelines analysing player behaviour, quest completion rates and in-game purchase patterns against revenue.
• Contributed to the studio's official and Japanese game websites, supporting market entries in China (#1 free game on the App Store at release) and Japan.
• Coordinated database migration and cross-region data transmission for the China branch.
• Served as Industrial Technical Personnel under alternative national service.

National University of SingaporeSingapore

In progress. Coursework across clinical decision support, bioinformatics and health sciences for non-clinicians.

KT (Korea Telecom)Seongnam, South Korea

Six-month intensive AI development programme, completed with the Team Argo capstone described below.

Korea UniversitySeoul, South Korea

• GPA 86.6/100. Studies interrupted by national service.
• Exchange student, Institute of Science Tokyo (Tokyo Tech), Mar — Aug 2019.
• Member of CATDOG (game development) and KUICS (information security).

Stony Brook UniversityNew York, United States

GPA 4.5/4.5. Left to transfer to Korea University.

Tashkent International School · American School of Dubai

IB Diploma Programme, Tashkent (2013 — 2014). High School Diploma, Dubai (2010 — 2012).

Team lead · KT AIVLE School capstone

• Led the project end to end: requirement definitions, UML diagrams, Agile sprints and customer feedback loops, delivered on schedule.
• Built an onboarding chatbot on the GPT API and BERT that absorbed repetitive HR question answering, reducing HR workload by roughly 50% and onboarding time by about 25%.
• Applied KNN and Random Forest models to classify user behaviour and personalise training paths.

wonbo.site/tefoma

A React and TypeScript single-page app serving a board game strategy guide, driven entirely from Markdown and JSON so contributors can propose edits by pull request. Deployed continuously through GitHub Actions.

github.com/zaGamer95/portfolio1

Exploratory segmentation of a public retail dataset by spend, category preference and season, cross-checked in SQL against the notebook findings.