# CV ![Image](https://upload.cafenono.com/image/slashpageHome/20250101/161801_DxT8cJrjCR5Pg7o05I?q=80&s=1280x180&t=outside&f=webp) # Yerim Choi | [cyelim0621@gmail.com](mailto:cyelim0621@gmail.com) | [Yerim-DevNote](https://slashpage.com/yerim-devnote) | [yrc00 github](https://github.com/yrc00) | “I always do my best.” ### **Edu****cation** --- **Dankook University (Mar 2022 - Feb.2026 (Expected))** Bachelor of Science, Major in Department of Software Science - Total GPA: 4.26/4.5 (Credits: 150/140) - Major GPA: 4.21 / 4.5 (Credits: 109) **UTS Insearch - IEN Institute (Apr 2019 - Jan 2020)** Diploma of Business (Accelerated) - IEN - Total GPA: 6.3 / 7.0 (Credits: 48/48) - Completed the Diploma program curriculum of UTS Insearch in English at IEN Institute ### Internships --- **DLILab (Oct 2025 - )** Undergraduate Researcher - Data & Language Intelligence Laboratory in Sungkyunkwan University - Undergraduate Researcher(Oct 2025 - Feb 2026) **BITL (Jan 2024 - Dec 2025)** Undergraduate Researcher - Bio Information Technology Lab in Dankook University - Data Science research based on Machine Learning ### Project Experience --- **PlanTy: Personalize Plant Management Solutions using LLM and IoT (Jan 2025 - Sep 2025)** Team Leader, Presenter - Automate plant environment control via IoT sensors and actuators (pump, LED, fan) - Enabled plant registration and remote monitoring through a mobile app - Provide SLM chatbot including personas for emotional interaction with users **Smart Unmanned Store: YOLO AI Abnormal Behavior Detection & Alert app (Apr 2025 - Jun 2025)** Team Leader, Presenter - Detect abnormal behaviors (fall, theft, smoke, fight) using YOLO - Save event class, timestamp, and video clip and send real-time alerts via app **Few-Shot Learning on NLP (Apr 2025 - Jun 2025)** Team Leader, Presenter - Research and summarize key few-shot learning methods in NLP - Compare the performance of Qwen3 1.7B on PubMedQA using In-Context Learning, Domain Specific Fine-Tuning (IA3), and MetaICL **AutoEDA: EDA Automization application with SLM** (Jul 2024 - Oct 2024) Team Leader, Presenter - Automate EDA report generation and data interpretation - Enhance existing automation tools by integrating Small Language Models (SLMs) for end-to-end analysis - Develop Auto EDA Ver.2 with added LLM-based chatbot support **Selection of Wildlife Corridor Locations for Roadkill Prevention (May 2024 - Jul 2024)** Team Member - Select optimal wildlife crossing locations using habitat fragmentation and roadkill data - Determine placement strategy based on highway routes **Others** - Gradi (Aug 2025 - Dec 2025) - RocksDB Experiments (Apr 2025 - Jun 2025) - Dankook University Administrative Support Chatbot: Dani-L (Nov 2024 - Dec 2024) - AutoEDA Ver.2 (Sep 2024 - Nov 2024) - Deep Learning Cloud Competition (Oct 2024 - Oct 2024) - Analysis of Preferred Books to Enhance the Library for Gen-Z Users (Jul 2024 - Jul 2024) - E-Commerce Recommendation System (Aug 2023 - Aug 2023) ### Awards & Honors --- **AWARDS** 2025.08 **Grand Prize**, 2025 SW Talent Festival Competition 2025.01 **Excellent Prize**, Dankook University Learning Club Best Practice Contest 2024.12 **Grand Prize**, 2024 AI Idea Contest (All Fields) 2024.11 **Bronze Prize**, 2024 Korean Institute of Information Technology Fall Conference College Student Thesis Contest 2024.08 **Encouragement Prize,** 2024 Environmental Data Utilization and Analysis Competition 2024.08 **Excellence Prize**, Dankook Uni. Learning Club Best Practice Contest 2022.08 **Excellence Prize**, Dankook Uni. Learning Club Best Practice Contest **HONORS** 2025.08 **Academic Excellence Scholarship (Top of the Class)**, Awarded to students with high achievements throughout the semester 2025.02 **Academic Excellence Scholarship**, Awarded to students with high achievements throughout the semester 2024.12 **Major-Specific Scholarship**, Awarded to students outstanding involvement in major-related activities 2024.08 **Danwoo Scholarship**, Awarded to students with high achievements throughout the semester 2024.02 **Academic Excellence Scholarship**, Awarded to students with high achievements throughout the semester 2023.08 **Academic Excellence Scholarship**, Awarded to students with high achievements throughout the semester 2023.02 **Academic Excellence Scholarship (Second of the College)**, Awarded to Students with high achievements throughout the semester ### Extracurricular Activity --- **2024 AWS AI & Cloud Expert Training Course (Jun 2024 - Sep 2024)** Trainee - Learn how to use AWS Cloud Services and how to use Generative AI Services with AWS Skill Builder **SK AI Data Academy - Intermediate (Jun 2024 - Jul 2024)** Trainee - Complete two projects: (1) predicting the unit price of rebar using AI models, and (2) developing a sound classification model - Participating in SSD Reliability Pre-Failure Competition **SWAG (Mar 2024 - Jun 2024)** Club Member, Team Vice Leader - Study data structures and algorithms through regular sessions - Mentor of beginner members and lead class about hash function **B.D.A (Mar 2023 - Mar 2024)** Club Member - Study Python programming for data analysis and techniques for real-world datasets - Lead the team by managing schedules and coordinating project development **OUTTA (Jun 2022 - Aug 2022 / Jun 2023 - Aug 2023)** Trainee, Team Leader - Complete OUTTA Bootcamp with foundational AI training - In 2022, Learn Basic Python, Machine Learning, and Deep Learning, and develop an AI for facial expression coaching using OpenCV - In 2023, Study recommendation system and data analysis techniques and develop an e-commerce recommendation system using OLIVE YOUNG data ### Others --- **English Proficiency** - 2025.08 **TEPS** (Grade: 328) - 2025.08 **TOEIC **(Grade: 770) - 2024.12 **OPIC** (Grade: IH) - 2019.06 **UTS Insearch Academic English 4** (Grade: C) **Certification** - 2025.07 **Big Data Analystics Engineer (빅데이터분석기사)** - 2024.08 ******SQLD** - 2024.02 **ADsP** For the site tree, see the [root Markdown](https://slashpage.com/yerim-devnote.md).