Jiwon Seo Email & Phone Number

- EDUCATION-- Korea National Open University 2022-2024• Bachelor of Computer Scienceo C, C++, Java, Pythono Unix system, Networks, Software Engineering, HTML web-programming,o Data structures, Algorithm, Programming language, Operating System, Database,o Artificial Intelligence, Linear algebra,o Digital Logic Circuit, -> 3.7 / 4.5-- Korea University 2018-2020• Master of Philosophy- 4.0 / 4.5-- Korea University 2013-2018• Bachelor of Philosophy- 3.6 / 4.5- RESEARCH AND WORK EXPERIENCE-- NLP research engineer & MLOps 02/2022 – NOW-- Beringlab Seoul• Using Transformer Model for NMT Task and Fine-tuning/Hyper-parameter tuning for domain-specific task• Publish Inference Model to client with Kubernetes system in EKS • Data ETL: Using Airflow, PostgreSQL with Amazon RDS, making data pipelines for NMT Corpus Collection • Deep leaning solutions for data pre-processing : NER task , Sentence align task with BERT etc.• Docker based Packaging and Automation • Using Linux system – remote server (EC2, Azure VM)• Versioning with Git- Freelance Web Scraping 08/2021 – 11/2021-- Chateaupero Inc. Seoul• Web Scraping Wine info for launching start-up- NLP researcher Intern 08/2021 – 11/2021-- TwigFarm Seoul• Using GAN Model to make general conversation suitable for specific manner- Data Science Course Trainee 05/2021-11/2021-- Multicampus Data Bootcamp (Government-funded Program) Seoul• Languages: Python, SQL.• What I learned: o Crawling skills and automation with python languageo Using Docker container for system consistencyo Database system and SQL(MySQL) basicso ML && DL basics o Unix systemo NLP tasks • Project:o Finetuning GPT-2 for domain-specific recipe generationo Web-scraping global recipeso NER Task for OCR keyword recognition Using BERT- Teaching Assistant 03/2019-08/2020-- Korea University Seoul- EXTRACURRICULAR ACTIVITIES-- Reading Book s( I am interested in…) • Fluent Python (Luciano Ramalho, 2022)• Clean Code for Python• C programming (Dennis M. Ritchie, 1988)-- Reading Many papers-- Kaggle code study 01/2022-Now• Review high ranked codes and make own codes• Review Various deep learning models not only NLP but also CV field - LANGUAGELanguage: Korean (native), English (professional)