Hello and welcome to my blog! My name is Guangmei Ye and I am a Python backend developer and data scientist with a focus on monitoring and observability.
In my current role, I use tools such as Splunk, PagerDuty, and Grafana to monitor and visualize the metrics and logs of our systems.I am responsible for ensuring that our systems are running smoothly and efficiently, and these tools play a crucial role in helping me do my job effectively.
Outside of my professional duties, I enjoy designing and implementing the backend architecture of web applications, as well as integrating with external APIs and services to build robust and reliable systems. I have experience with a variety of web frameworks such as Django and Flask, and I am skilled in writing efficient, scalable, and maintainable code.
As a data scientist, I have experience working with large and complex datasets to extract insights and inform business decisions. I also have experience with machine learning and deep learning, and I am proficient in using libraries such as TensorFlow and PyTorch to build and train predictive models.
I am excited to share my thoughts, experiences, and insights with you through this blog. If you have any questions or would like to contact me for any reason, please don't hesitate to reach out. I am always happy to connect with others and engage in meaningful discussions. Thank you for visiting my blog, and I hope you find something here that interests you.