About
Dongjun Lee
Machine Learning Engineer
LBox Co., Ltd.
기술을 이용해서 사람들에게 가치있는 제품을 전달하는 일을 하고 싶습니다.
좋은 코드와 아키텍처란 무엇인지,
NLP 전반에 대해서
그리고 팀 문화에 관심이 많습니다.
CV: [PDF]
Work Experience
LBox (2021. 4 ~ current)
: Machine Learning Engineer
Semantic Search, Pre-trained Language Model for Legal, ML Serving
Naver Clova AI (2018. 4 ~ 2021. 3)
- 1. AI MD
- Tech Lead & Project Manager
- 2. Contact Centor AI - AiCall
- Project Manager
Outback PoC : AiCall
- 3. LaRva: Language Representation by Clova
- Machine Learning Engineer & Project Manager
Pre-trained Language Model
- 4. Reasoning AI
- Machine Learning Engineer
CLaF (Clova Language Framework) : https://github.com/naver/claf
Konolabs (2016. 7 ~ 2018. 3)
: Software & Machine Learning Engineer
Slact Bot (Kono), Email Bot pipeline, NLP Server (Temporal information extraction)
Lunit (2016. 1 ~ 2016. 6)
: Software Engineer Intern
Data Strorage Server
Software Maestro (2015. 7 ~ 2016.7)
: 6th Member
Training Program, Team Project
Minz Communication (2014. 12 ~ 2015.3)
: Software Engineer Intern
Java Spring, SPA
Talks
- [Deview 2019] 엄~청 큰 언어 모델 공장 가동기! (LaRva: Language Representation by Clova), slide
- [Naver Clova AI] KorQuAD v1.0 참관기, slideshare
- Kino - My Personal Assistant, slideshare
Publications
-
- KLUE: Korean Language Understanding Evaluation (2021. 5)
- Sungjoon Park, Jihyung Moon *, Sungdong Kim, Won Ik Cho*, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho
-
- CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms (2018. 10)
- Jinwoong Kim, Minkyu Kim, Heungseok Park, Ernar Kusdavletov, Dongjun Lee, Adrian Kim, Ji-Hoon Kim, Jung-Woo Ha, Nako Sung
Interest
Product, Natural Language Processing (NLP), Quentified Self, Architecture, Team
Skills
- Python 3
- Data Science - numpy, scikit-learn, pandas, jupyter notebook, plotly
- Machine Learning & Deep Learning - TensorFlow, PyTorch, scikit-learn
- AWS - API Gateway, Lambda, ECR, ASG, ELB, SAM ans so on
- Java8, Object-Oriented, Design Patterns
- TDD & CI/CD
Projects
hb-research
Personal Organization for Deep Learning Project.
- notes: Summary Notes, Codes and Articles of Deep Learning Research
- hb-config: Easy to configure your python project especially Deep Learning experiments
- hb-base: Project structure of Deep Learning experiments
Natural Language Processing
- CLaF: Open-source Clova Language Framework (2019. 5)
- relation-network-tensorflow: TensorFlow implementation of ‘A simple neural network module for relational reasoning’ for bAbi task (2018. 1)
- transformer-tensorflow: TensorFlow implementation of ‘Attention Is All You Need’ (2017. 12)
- dmn-tensorflow: TensorFlow implementation of ‘Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2017. 12)
- text-cnn-tensorflow: Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow (2017. 12)
- conversation-tensorflow : TensorFlow implementation of Conversation Models (2017. 11)
- char-rnn-tensorflow : Multi-layer Recurrent Neural Networks for character-level language models implements by TensorFlow (2017 10)
Quantified Self
- Kino Bot: My Personal Assistant Based on Slack Bot (Quentified Self Project) (2017. 5)
Unsupervised & Generative
- vae-tensorflow: TensorFlow implementation of Auto-Encoding Variational Bayes, (2017. 12)
- gan-pytorch: PyTorch implementation of ‘GAN (Generative Adversarial Networks)’ (2018. 4)
- HighFashion: Design street fashion base on Deep Learning (2016. 6)
Others
- 맛남: Social Dating & Dining Project (2015. 12)
- We Are Family : Samsung Smart TV app for Family (2015. 9)
- My Prescience : Music Recommand Android app (2015. 6)