Experience
October 2025 - Present
Senior Machine Learning Engineer
IKG Team Ltd. - Taipei, Taiwan
- Engineered a content moderator in Go with sub-second latency and a 90% reduction in resource usage.
- Provisioned a Medallion Architecture Data Lakehouse for business analytics.
- Designed a financial observability platform with sub-second queries and granular revenue metrics.
November 2024 - October 2025
Machine Learning Engineer
Cathay United Bank - Taipei, Taiwan
- Developed Guardrails on AWS that eliminates 99% of unsafe interactions while reducing latency by 90%.
- Profiled bare-metal vs. virtualized GPU environments, identified bottlenecks in model serving frameworks.
October 2022 - March 2024
Intermediate Fullstack Developer
Faria Education Group - Taipei, Taiwan
Education
January 2023
National Tsing Hua University
Master of Science in Computer Science
January 2021
National Tsing Hua University
Bachelor of Science in Computer Science
Technical Skills
Programming Languages
C/C++, Golang, Python, SQL, Zig
Deep Learning & Machine Learning
CUDA, HIP/ROCm, MLflow, cuML, PyTorch, Scikit-learn
Data Engineering
Apache Airflow, Apache Iceberg, dbt, DuckDB, MongoDB, PostgreSQL, SQLite, Redis, Qdrant
Systems & Infrastructure
Docker, Git, Kubernetes, Terraform, Linux/Unix, Podman
Cloud Services
Amazon Web Services, Google Cloud Platform