[Hackathon] GPU Data Profiler

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GPU Data Profiler 2025 :rocket:

A Hackathon Project - Celebrating the Unappreciated Work of Machine Learning

:bullseye: Overview

This project represents the often overlooked but critical foundation of machine learning: data profiling and preprocessing. While flashy models get the spotlight, the real heroes are the data engineers and scientists who ensure clean, well-understood data flows through ML pipelines.

:light_bulb: Vision

Our vision is to develop a dataframe library, inspired by NVIDIA’s RAPIDS, to perform computations on the GPU.

:bar_chart: Numerical Analysis

Currently, we have implemented a GPU-optimized MAX function.