- Programming skills using Python and C++
- Understanding of machine learning technology and proficiency in using ML frameworks (PyTorch, TensorFlow)
- Knowledge of statistics and data science
- Database management and analysis skills
- Good communication skills
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Application Enginner (2023.01 ~)
Company - Neurocle
- Software Development Experience
- Gangbuk Samsung Hospital: Qupath extension library Link
- Hallym University Chuncheon Sacred Heart Hospital: Development of real-time inference software VIS
- System Integration Experience
- Korea Polytechnic University: Development of drone control system with real-time inference model integration
- Technical support for System Integration tasks at various manufacturing companies
- Consulting and Training Experience
- Provided technical support and solution consulting to numerous companies
- Experience in providing education support to partner companies
- Software Development Experience
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Data Scientist (2021.10 ~ 2022.02)
Company - Panirois, dispatched to Nonghyup IT Center
- Development task
- Conducted batch testing for the Loan Underwriting System
- Developed loan product recommendation logic
- Data related task
- Analyzed customer financial big data using SAS and SQL
- Wrote consulting reports on loan products and collaborated with clients
- Development task
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Marine Corps Officer (2013.03 ~ 2015.02)
Marine platoon leader / Company commander
- Awarded the Division Commander's Award in the Basic Officer Course
- Executed boundary patrol missions as a Platoon Leader
- Performed the duties of a Company Executive Officer
| Project Name | Date | Description |
|---|---|---|
| TTS C# ONNX Inference | 2024.05 | C# ONNX inference project utilizing a TTS model |
| Used Car Prediction | 2021.08 ~ 2021.09 | Developing a Used Car Price Prediction Web Application |
| Pneumonia X-ray Classification | 2021.07 ~ 2023.08 | X-Ray Pneumonia Lesion Classification Modeling Project |
| Hate Speech Prediction | 2021.08 ~ 2021.08 | NLP Hate Speech Classification Modeling Project |
| Comicbook Translation | 2021.06 | Comic Book Translation Project Using NLP Models and Optical Character Recognition |
| Music Recommendation App | 2021.03 | Building a Music Content Web Service Using Recommendation Algorithms |
- Data Science Bootcamp (2021.01 ~2021.08)
- Fundamentals of statistics, data handling, and exploratory data analysis (EDA)
- Machine learning model theory and modeling
- Web development with Flask and deployment on Heroku, web crawling, SQL, Git
- Deep learning model theory and modeling
- Computer science studies including data structures and algorithms
- Software Development Training Program (2019.05 ~2020.01)
- Practical web development projects using Java, Spring, HTML, CSS, JS
- Japanese language conversation practice and JLPT N2 certification
- Successfully completed Software Service course in Tokyo, Japan
- Medical AI Study (2021.08 ~2021.11)
- Implementation project of AI models in the medical field
- Development of an X-ray pneumonia lesion classification model
- Creation of synthetic data using GAN
- Participation in a genomics data prediction modeling hackathon
- Implementation project of AI models in the medical field
- Long-Term Memory Chatbot Study (2021.08 ~2021.09)
- Literature review and model development project for implementing a long-term memory chatbot
- Review of papers related to Facebook Blenderbot 2.0
- Sungkyunkwan University (2009.03 ~2013.02)
- Major in Korean Language and Literature
- Double major in International Trade
- Japanese (2019.08)
- JLPT N2