Jiwon Baek
Full-Stack DeveloperA full-stack developer with 8 awards at on- and off-campus SW competitions and hands-on startup internship experience, who has grown by taking the lead across the entire product lifecycle, from planning to full-stack development, architecture design, deployment, and operations.
Most recently, I served as a teaching assistant for a hands-on AI Agent program for presidents and executives of Samsung affiliates, coaching them on work automation and website building with Claude Code and Gemini; the program ranked No. 1 in satisfaction among all in-house AI training, with the teaching assistants rated especially highly. During my internship, my smooth communication and diligence earned me the reputation of "a teammate we'd definitely want to work with again," and enough trust that the CEO personally offered to recommend me to other companies.
With the persistence to see a goal through once I set it, I turn failures and unexpected situations into stepping stones for growth and always create new opportunities for myself. In a culture that learns smartly from failure and keeps moving forward, I hope to make meaningful change together with the company.
Education · Languages
Skills
Work Experience
- AI training for Samsung affiliate C-suite & executives (May 2026 – Aug 2026)
- Employee AI training at Samsung C&T (Fashion) (Aug 2026 – Oct 2026)
- Assisted with AI training for major enterprises including Samsung Fire & Marine, Hanwha Life, and Hanwha Investment & Securities
- Supported hands-on practice with LLM tools including Claude Code, Gemini, NotebookLM, and Google AI Studio
- Collaborated with planners and designers, working via Git, daily scrums, and weekly meetings
- Built a B2B SaaS dashboard and user-management pages; refactored repetitive UI into shared components and optimized rendering
- Designed the UI/UX and built the frontend for a personalized webtoon recommendation service, running QA every week
Award-Winning Projects
A service that flags risky clauses in contracts using generative AI. Selected as the sole representative team out of 6 through an on-campus proposal pitch, then competed in the national competition
- Compared 5 OCR engines and adopted Upstage Document Parser for its strong detection and table recognition; extracts contract text via OCR and lets users review and correct the results themselves
- Designed a RAG pipeline that vector-indexes statutes and precedents in OpenSearch, with Claude 3.5 Sonnet judging toxic clauses and their risk levels
- Prevents personal-data leakage by masking sensitive information in the contract before upload
- Automatically finds toxic clauses, presents the risk level and rationale for each, and delivers the full result as a summary report
A Chrome extension that recommends tailored algorithm problems from Baekjoon solve data. Started in the campus data/AI society KHUDA and advanced the project to award-winning quality
- Planned the whole service from topic selection and owned the frontend (contributed to the initial recommendation-algorithm design and training; two teammates handled later refinement)
- Designed 3 recommendation methods — ① similar users based on solve history ② spaced review reflecting the forgetting curve ③ weak-area reinforcement by classifying wrong-answer types
- Built as a Chrome extension so users can get recommended problems right inside Baekjoon
Awards
Extracurricular Activities
- Completed hands-on labs in Google Cloud study sessions to build cloud infrastructure fundamentals
- Served on the organizing team and led Three.js and React study groups
- Started in CV Track (Cohort 3), later served as NLP Track member and organizer (Cohorts 7–8)
- Participated in study groups spanning AI fundamentals through deep learning, Computer Vision, and NLP
- Planned and operated data hackathons, handling participant coordination, scheduling, and event logistics
- Completed 6 data/AI projects applying artificial intelligence to real-world problems, and advanced one of them to win the overall Grand Prize across all divisions at the SW Festival