CV - Jumyung Park.pdf
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(+1) 949-400-8598
[email protected]
[email protected]
Education
- University of California, Berkeley | 2025 Spring Berkeley Global Access (4 months)
- Gwangju Institute of Science and Technology(GIST) | 2023 - Present
- 2nd year undergraduate student
- Electrical Engineering and Computer Science (EECS) | 2024 - Present
- TGPA: 4.16 / 4.50
- Expected graduation date in Feb 2027
- University of California, Berkeley | 2024 Summer Session (8 weeks)
- Daejeon Dongsin Science Highschool | Februray 2019 - February 2023
Projects & Competitions
- Research Intern at GIST Data Science Lab | September - December 2024
- 2024 KPMG Ideation Challenge | January - February 2024
- https://github.com/gist-optima
- Challenge to automate enterprise operations and increase productivity using Generative AI
- Developed a collaborative writing platform inspired by GitHub. Modularized and merged natural language articles using LLM to enable parallel writing and distributed workflow
- Developed a streamlined AI search engine that automatically generates queries, browses, extracts, generates snippets, and adjusts query based on implicit feedback
- Won 3rd place
- AI for Good Hacker-thon | 23 - 24 March 2024
- https://github.com/Gist-Cactus
- Solving UN SDGs with the power of AI and cloud technology, hosted by GIST and sponsored by AWS, UN, and more
- Built an accessibility tool that converts graphical lecture materials to expressive braille grid
- Integrated image segmentation, classification, captioning, and multi-modal LLM. Fine-tuned a specialized image recognition model for PowerPoint diagram recognition, by generating synthetic data and applying domain randomization
- Won 1st place
- AI Paper Study Group | Summer of 2023
- AI study group, presenting and reviewing foundational papers in modern AI
- Presented the Attention is All You Need Paper with custom visualization and intuitive interpretation of its mechanism
- Critiqued CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Paper and proposed methods to reduce information leakage in data augmentation
- GIST Infinite Challenge Project | May 2023 - Dec 2023
- https://github.com/Mefeto
- Extra-curricular, creative project funded by GIST
- AI engineer of team Mefeto, a team reimagining democracy in the age of LLM
- Engineered an assistive platform that helps normal citizens to write legitimate law proposals and actively involve in opinion making process
- Came up with the idea of function-calling, retrieval augmented generation(RAG), structured prompt engineering with XML tags and JSON format, and long-term memory with vectorized cache in the early stage of LLMs
- Won 2nd place in Gwangju Start-up Competition for Public Data Utilization | June 2023
Extra-Curricular Activities
- Infoteam | March 2023 - Present
- https://github.com/gsainfoteam
- Non-profit organization of GIST Student Association developing and serving software for GIST members
- Front-end developer of service Ziggle, a notice platform for GIST
- A Senior member of Infoteam mainly involved in product management, internal tooling, and outside communication
- GIST News | March 2023 - Present
- Infographic designer at GIST News
Skills & Abilities
- English
- TOEIC: 955 / 990 | January 29, 2023
- TOFEL-iBT: 106 / 120 | June 01, 2024
- Programming
- Intermediate front-end developer
- Intermediate Python developer(some experience with PyTorch, Numpy, Pandas, and Manim)