Scaling Python-Powered Machine Learning With Snowflake
Discover how Snowflake's AI Data Cloud revolutionizes Python-powered machine learning at scale. Learn how Snow Pandas brings familiar pandas operations to massive datasets for scalable data engineering, explore advanced feature engineering with Snowflake ML's distributed processing capabilities, and witness distributed ML training. Build millions of models in parallel across partitions with popular libraries like scikit-learn, XGBoost etc — all seamlessly integrated for enterprise-grade MLOps.
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I am an Artificial Intelligence expert with international working experience. My passion and expertise lies in identifying opportunities in businesses that can be powered by AI solutions that deliver real life business benefits. I have deep expertise in solving complex computer vision and image-based AI problems, with hands-on experience applying cutting-edge research to real-world challenges. I was the lead Computer vision data scientist of the PROJECT: CORAIL, a smart underwater camera prototype for coral restoration.
In addition to my professional pursuits, I actively contribute to the tech community as a guest speaker at the National University of Singapore (NUS) Engineering. I’m passionate about thought leadership—authoring technical blogs, speaking at industry conferences, and engaging in meaningful discussions around data and AI.
I’m also deeply committed to women’s empowerment in technology. As the Singapore Ambassador for Women in Data Science (WiDS), I had the privilege of hosting a highly successful event in May 2023, bringing together 100+ women in collaboration with Dataiku, Snowflake, and AWS. I also participate as a mentor in Women's graduate mentorship programs for both NUS and NTU, supporting aspiring professionals as they transition into the industry.