Experience
Professional journey spanning deep learning, algorithm optimization, and full-stack development
Deep Learning Engineer
Wordbricks
Remote and Palo Alto, CA, USA
April 2024 - Jul 2025
- Implemented high-performance web data extraction system for massive-scale processing
- Developed web recording macro functionality with single record generation
Tech Stack
TypeScript
NextJS
NestJS
AWS
Cloudflare
Supabase
Head of Machine Learning
DeepMetrics
Seoul, South Korea
Aug 2022 - Feb 2024
- Formulated optimal decision tree solutions for real-world ventilator decision processes
- Accelerated decision tree algorithms via multi-threading and CUDA optimization
Tech Stack
C++
Python
CUDA
Software Engineer
Eisen Finance
Seoul, South Korea
Mar 2022 - Jul 2023
- Developed fast near-optimal token exchange path finding algorithms for DEX environments
- Implemented gas fee optimization strategies for DeFi protocols
Tech Stack
C++
Rust
Blockchain
Research Intern
Cognex Korea
Seoul, South Korea
Jun 2017 - Sep 2017
- Implemented memory neural network for anomaly detection
Tech Stack
Python
TensorFlow