TildAlice
AI Researcher @ HD KSOE
Reinforcement Learning · Deep Learning · Computer Vision · Data Analysis
Distilling the essentials of rapidly evolving AI technologies.
About Me
Hi, I am TildAlice.
I work as an AI Researcher at HD Korea Shipbuilding & Offshore Engineering (KSOE), focusing on Reinforcement Learning along with deep learning, computer vision, data analysis, and condition-based monitoring (CBM/PHM).
I earned my M.S. in Reinforcement Learning from Sogang University and my B.S. in Mechanical Engineering from Kookmin University. I am passionate about combining domain knowledge in mechanical engineering with AI to solve real-world industrial problems.
On this blog, I share practical tech insights you can apply right away.
Experience
HD KSOE
AI Researcher
Jul 2023 – Present
CSLEE
AI Programmer
Jan 2022 – Jun 2023
Education
Sogang University (M.S.)
Reinforcement Learning
2022 – 2025
Kookmin University (B.S.)
Mechanical Engineering
2012 – 2021
Specialization
AI / Deep Learning
Computer Vision
Data Analysis
Python / Dev Tips
CBM / PHM
Tech Stack
RL / AI
PPO, SAC, DQN, Multi-Agent RL, Offline RL, RLHF, Stable Baselines3, Gymnasium
Deep Learning
PyTorch, TensorFlow, HuggingFace, Transformer, LLM Fine-tuning
Vision
OpenCV, YOLO, SAM, ViT, Anomaly Detection
Data / Tools
Python, Pandas, Polars, SQL, MLflow, Docker
Awards
Excellence Award
2021 Digital Industry Innovation Big Data Competition
Hosted by Korea Enterprise Data
Encouragement Award
2021 Recruitment Big Data Challenge
Hosted by Rocketpunch
Links
GitHub
LinkedIn
Kaggle
Buy Me a CoffeeContact
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