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MashrafeeAryan/README.md

Hey, I'm Mashrafee! πŸ‘‹

I'm a Computer Engineering student at Southern Miss, minoring in Polymer Science. πŸ§ͺ

I like building things across GPU computing, systems programming, and AI. One week it's C++ libraries, the next it's AI agents or automating experiments in a polymer research lab.

πŸš€ What I'm Up To

  • ⚑ Open Source: Contributing to NVIDIA MatX, Apache Arrow/Parquet, and AMD ROCm Iris. Previously contributed to DOSBox Staging.
  • 🧠 AI & Research: Cornell Break Through Tech AI Fellow working on a Microsoft-sponsored project. Also using computer vision to automate polymer experiments.

πŸ› οΈ Featured Projects

  • πŸ€– ChexsaAI β€” A browser and desktop automation agent that completes real tasks with LLM tool-calling. I'm exploring ways to reduce token usage, speed up execution, and reuse successful task sequences.
  • ⚑ NVIDIA MatX contributions β€” C++20 tensor and einsum improvements, including a lightweight header that reduced compile time by ~65% in a targeted benchmark.
  • 🏎️ CUDA Neural Network Engine β€” Built from scratch in C++/CUDA, with up to 704Γ— speedup over a single-threaded CPU implementation on 512Γ—512 matrices.
  • πŸ“¦ RunOnGPU β€” A Python CLI published on PyPI to make running projects on cloud GPUs easier.
  • 🍽️ CampCrunch β€” Led four developers and reduced backend database query load by 40%.

🧰 Tech Stack

Languages: C++ Python C Java TypeScript SQL

Systems & GPU: CUDA Linux Docker CMake Git

AI & Development: PyTorch TensorFlow OpenCV Playwright React Node.js

πŸ”¬ Published Research

Convergence of High-Throughput Experimentation and Machine Learning for Polymer Discovery β€” RSC Applied Polymers, 2026

🀝 Let's Connect!

LinkedIn Β· GitHub Β· Email

Always learning. Usually building something.

Pinned Loading

  1. NVIDIA/MatX NVIDIA/MatX Public

    An efficient C++20 GPU numerical computing library with Python-like syntax

    C++ 1.5k 133

  2. apache/arrow apache/arrow Public

    Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics

    C++ 17.3k 4.4k

  3. CUDA-Neural-Network-Engine CUDA-Neural-Network-Engine Public

    A from-scratch neural network engine in C++ with CPU parallelism and CUDA-accelerated matrix multiplication.

    C++ 2

  4. ChexsaAI ChexsaAI Public

    Open-source personal AI agent that can use your browser and computer to get tasks done.

    Python

  5. RunOnGPU RunOnGPU Public

    A CLI tool that runs GitHub projects on free cloud GPUs

    Python 9

  6. dosbox-staging dosbox-staging Public

    Forked from dosbox-staging/dosbox-staging

    DOSBox Staging is a modern continuation of DOSBox with advanced features and current development practices.

    C++