Sunmo Koo
Software Engineer
Mapo-gu
Summary
An 'inventor' who can link technical trends to the fundamentals of the business.
A believer that search is the key to intelligence.
Generalist pursuit between research and development.
Overview
1
1
year of professional experience
Work History
Academic Builder(voluntary)
PseudoLab
03.2024 - 07.2024
- Leading 6~10 participants on study group "Encoder !$ All You NEED(feat. vector search)".
- Survey key papers for study encoder-based Transformer models and neural search.
- Encourage participants to work on individual projects and manage the intimacy of the study group.
Machine Learning Engineer
RSN
06.2023 - 05.2024
- Train and deploy PLM based models for data analytics, including Multi-Label Classification/Sentiment Analysis/Spam-garbage Data Detector.
- Statistic inspection of in-house data in cooperation with Product Management/Labeling team.
- Prompt Engineering and building Retrieval Augmented Generation pipeline for QA model.
- Develop prototype model demonstration platform for in-house promotion.
Education
M.A.I. - Applied Artificial Inteligence
Hanyang University
Ansan-si, South Korea 04.2001 -
BSc. - Physics
University of Ulsan
Ulsan, South Korea 04.2001 -
Skills
Knowledge Distillation
Contrastive Learning
Ensemble Methods
Retrieval Augmented Generation
Prompt Engineering
Graph Neural Network
Query/Document Expansion for lexical search
pyTorch, TensorFlow, Scikit-Learn, Huggingface, Langchain
Flutter, FastAPI, MongoDB
Timeline
Academic Builder(voluntary)
PseudoLab
03.2024 - 07.2024
Machine Learning Engineer
RSN
06.2023 - 05.2024
M.A.I. - Applied Artificial Inteligence
Hanyang University
04.2001 -
BSc. - Physics
University of Ulsan
04.2001 -