I have worked for several top companies such as Huawei and Tencent, with over 6 years of experience in handling large and complex distributed software systems, including cloud services, big data platforms, and machine learning platforms.
At Huawei, I was responsible for the development of FunctionGraph service (https://www.huaweicloud.com/intl/en-us/product/functiongraph.html). This is the first serverless service of Huawei Cloud, with metrics comparable to AWS Lambda and StepFunction services. Typical businesses which FunctionGraph supports include gene testing and financial e-commerce.
Especially in the field of deep learning applications, I have over 3 years of research and development experience. I was a senior software engineer and responsible for Tencent's internal AI inference platform, which supports hundreds of thousands of CPU cores, tens of thousands of GPUs, and billions of requests per day. It supports core businesses such as information security, advertising, and games of Tencent.
I am also interested with LLMs field. There is a personal AI project QA-GPT(https://github.com/madfrog/QA-GPT), which helps users to build their own chatbot without training a new chat-gpt model.