ChihChi Kuo

AI Engineer · Data Scientist · Taipei

Today

I'm an AI Engineer at a leading financial institution in Taipei, turning fuzzy enterprise AI ideas into validated, deployable services. My work spans requirement clarification, Agent system design, LLM evaluation, and production deployment.

Currently focused on Agentic AI, LLM evaluation, and RAG pipeline optimization. Before that: OCR, time-series anomaly detection, AIOps, and ML API infrastructure. 7+ years in data and AI.

2025 – Now
Data Scientist Engineer
A Leading Financial Institution · AI / LLM / Agent applications
2021 – 2025
Data Engineer
A Leading Financial Institution · ML services, OCR, AIOps, internal LLM tooling
2019 – 2021
Data Scientist
A Manufacturing Corporation · anomaly detection and regression modeling
2017 – 2019
M.S. Industrial Engineering
National Yang Ming Chiao Tung University

Work

Demo

Notes

Learning Notes → LLM, AI systems, and engineering.

Publications

Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search Applied Soft Computing · 2021 A hybrid memetic algorithm for simultaneously selecting features and instances in big industrial IoT data for predictive maintenance IEEE INDIN 2019 Optimal charging control of energy storage and electric vehicle of an individual in the Internet of energy with energy trading IEEE Transactions on Industrial Informatics · 2017

More

Reach me at gingoooo.tw@gmail.com or connect on LinkedIn. Open to onsite, hybrid, and remote opportunities.