TaylorMade Software, Inc.
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SHI International - Snowflake Data Lake PoC and Cross-Platform Development
Guided Snowflake PoC for SHI with cross-platform agent migration to Python, enhancing test coverage and future-ready data lake analytics strategy.
| Client | SHI International Corp |
|---|---|
| Challenge | Modernizing agent architecture and evaluating next-gen data lake strategy |
| Result | Delivered Snowflake PoC strategy and migrated legacy codebase for cross-platform analytics readiness |
| Tags | Snowflake, AWS, Python & AI, Delphi, SQL Server, Big Data |
SHI International partnered with TaylorMade Software to modernize its agent-based data collection platform and evaluate a next-generation analytics stack using Snowflake.
Our work began with porting a legacy Delphi-based zero-footprint agent to Python 2.7, enabling support across Windows, Linux, Unix, and MacOS systems, drastically improving cross-platform compatibility and operational flexibility.
We built comprehensive testing and deployment environments in MacStadium's cloud-based Rackspace, supporting diverse operating systems including Solaris, MacOS, and multiple Linux flavors, ensuring full coverage in end-to-end UAT testing.
In parallel, we conducted MSSQL-based data warehouse performance profiling and delivered a strategic recommendation report comparing modern platforms. We guided SHI through a successful Snowflake proof-of-concept (PoC), laying the foundation for scalable data lake, BI, and ML initiatives.
Technologies used included Python, MSSQL, Snowflake, MacStadium, Rackspace, and multiple Unix/Linux distributions.