Taewoong KIM
AI Researcher
Daejeon,47
Summary
I have spent a lot of time working in the fields of statistics-based machine learning and natural language processing within the field of artificial intelligence.
I have experience in all stages of the process, from data collection crawling, data generation, data preprocessing, model training, model hyperparameter tuning, model quantization, model merging, and model deployment, and I am constantly keeping up with the rapidly evolving field of AI.
In my free time after work, I dedicate my time to Kaggle competitions.
Overview
9
9
years of professional experience
22
22
years of post-secondary education
2
2
Certifications
Work History
NLP Researcher
PuzzleAI
2019.11 - Current
- Data collection (crawling) and generation (gpt, anthropic, gemini)
- Data preprocessing
- Model training (axolotl, deepspeed, flashattention, liger kernel) and hyperparameter tuning (wandb)
- Model quantization
- Model merging
- Model deployment (vllm, gguf)
Text Interpreter
AUD Social Cooperative
2016.04 - 2019.11
- On-site text interpreter
Education
Bachelor of Science - AI
Korea Cyber University
Online 2001.04 - 2023.01
Skills
Python
AI
NLP
Docker
MachineLearning
Git
Ubuntu
Pandas
pytorch
crawling
data generation
data preprocessing
model quantization
model merging
model distribution
Certification
ADsP
Awards
- Kaggle KAChallenges Series1 3rd
- Kaggle AI Mathematical Olympiad - Progress Prize 2 silver medal
Personal Information
- Date of Birth: 01/01/94
- Gender: male
Timeline
NLP Researcher
PuzzleAI
2019.11 - Current
Text Interpreter
AUD Social Cooperative
2016.04 - 2019.11
Bachelor of Science - AI
Korea Cyber University
2001.04 - 2023.01