Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSnowflakeRay — Python library for setting up Ray in Snowpark Container Services with easeSpecial thanks to Snowflake Engineering team for troubleshooting issues and creating features needed for this project35 min read·May 10, 2024----
Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceRun multi-node, multi-GPU Ray inside SnowflakeOpinions expressed in this post are solely my own and do not represent the views or opinions of my employer.12 min read·Nov 13, 2023--1--1
Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data SciencePart 2: Adopting Snowpark Container Services at SailPoint for Identity SecurityAuthor: Puneet Lakhanpal, Co-authors: Aran Sakzenian, Kelly Grizzle, Muzz Imam9 min read·Nov 9, 2023----
Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data SciencePart 1: Adopting Snowpark Container Services at SailPoint for Identity SecurityAuthor: Puneet Lakhanpal, Co-authors: Aran Sakzenian, Kelly Grizzle, Muzz Imam7 min read·Nov 6, 2023----
Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSolving for concurrency in data engineering with Snowpark for PythonProblem Statement7 min read·Feb 7, 2023--1--1
Puneet LakhanpalinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data SciencePerforming distributed predictions at scale with Snowpark on PySpark models using ONNXProblem Statement7 min read·Feb 2, 2023----