Building production-ready AI agent systems with ReAct framework and Supervisor pattern for multi-agent orchestration. Developed Personal Secretary Agent with integrated memory, GraphDB for user profiles, and RAG for tool selection. Architected gRPC-based microservices infrastructure supporting high concurrency and low latency.

Developed reinforcement learning (PPO) strategy for futures trading, achieving 2x RoMaD. Built Variational Autoencoder for noise reduction and synthetic market data generation. Created knowledge-based LLM tool aggregating broker reports. Architected end-to-end MLOps platform with Ray, scaling RL workloads to 1k GPU nodes, reducing training time by 90%.

Applied adversarial inverse RL to energy control policy optimization, resulting in 10% energy consumption reduction. Deployed edge anomaly detection system (Inception V3) on Jetson Nano with automated deployment. Improved CTR by 50% in telecom AdTech. Engineered high-throughput Spark/HiveQL ELT pipeline for TB-scale logs, reducing latency to under 10 minutes.

I graduated from National Chung Hsing University with a master degree in Computer Science and Engineering in 2016.

I had learned too more communication skill of job, what is powerful to express my ideas when meeting time. Not only that, but also learned how to program together and co-wrok for the same project used git version controller. Git is helpful to programer and desinger.
During this intern I code for Ruby On Rails, I Streaming to access Facebook, Google, Dropbox, Nexmo and etc. web API service via that API. And I indirect learning what the important for user's information and how diffcult to get that information.

Graduated from National Taichung University of Science and Technology, where I got bachelor's degree in computer science and information engineering. And I became a graduate to study computer science and engineering in National Chung Hsing University.

This not too different from the class Rep., because of I just handle the relationship for each other in class. And deal with administrative services for class.

I love my classmate. And we were "co-work (share document)" together. Always shared code and discussed problems. Not only that, but also we had gone shopping and eat dinnner / breaklunch together. So I had learned how to keep feeling with must people and what to I doing, what will get everybody be batter.

This is a happy time at my student life. And this identity need to bear responsibility of class. But I like this identity, because I can handle with different tasks. And I can help somebody. By the way, I take my friends who is single in our department. and I invite other girls who is different department from us.

Oh, I was downgrade position of career from the last job. But it's not a wrong choice because of I got more resource from school so that I could do self-learning what I want to know. And I had controlled server what provided services for department.
During the part-time job, I had established system support staff in the department(such as project exhibition of achievements system, voting service etc.), that been used until now.

The job is a program assistant, that is a rare opportunity for me. I was major coding of PHP and designing database schema for customized web service. And then I had communicated with customer in a engineer capacity. The ability of program was advance and taking responsibility there.

In the role of this work may be called volunteers. (Are you kidding me? No, but I thanked anythings happend here) In this time. I can handle a case(font to end web service & system) by myself from when I didn't have any experience. Here I learned MySQL, PHP, JavaScript, HTML, CSS etc.I am grateful to have this opportunity to learn, that inspired by my love for program.