Hi, I am Chengyin!
I am a Staff Machine Learning Engineer at Databricks.
I bring extensive experience in designing and implementing end-to-end production ML systems with big data and distributed processing. My expertise spans classical machine learning and deep learning (including LLMs) with a proven track record of leading cross-domain projects and architecting cloud solutions for diverse industries. For example, productionizing ML pipeline.
I've played a key role in developing and releasing innovative products like Lakehouse Monitoring by providing subject matter expertise and meeting with clients to obtain feedback. I regularly collaborate across engineering/research/product teams and communicate with stakeholders at all levels.
As an educator and thought leader, I've created popular LLM courses on edX and Databricks Academy, reaching tens of thousands of students worldwide. I'm also a frequent speaker at prestigious tech conferences and have published content on NLP and ML topics.
