Data Science & GPU Acceleration
Enable Pandas/Polars with RAPIDS in Visual Studio
July 29, 2025 – August 1, 2025
Key Technologies
RAPIDSPandasPolarsVisual Studio CodeWSLNvidia GPU (RTX 5090)
Key Achievements
- Successfully migrated and optimized a critical GPU-accelerated data science environment, enhancing computation speed for data analysis.
Role & Contributions
Installed and configured a RAPIDS environment for GPU acceleration, enabling high-performance execution of Pandas and Polars code within Visual Studio Code. Provided expert guidance on setting up and optimizing a multi-GPU environment using Nvidia RTX 5090 GPUs on Windows Subsystem for Linux (WSL).