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stefanpie/README.md

Hey, I'm Stefan

I am a graduate student at Georgia Tech. My research focuses on hardware acceleration for machine learning. I also work on my own project using deep learning for hurricane forecasting. During my summers, I teach high school students scientific computing, data science, and machine learning as part of their research program.

In my own time, I like learning and experimenting in areas such as music production / music synthesis, open-source hardware, and meteorology / earth science / remote sensing.

Skills and Tools

Hardware β€” Verilog, HLS, Kicad, FPGAs + Embedded Systems + Microcontrollers

Software β€” Python, C/C++, HTML/JS/CSS

Research β€” Deep Learning, Time Series Forecasting, Computer Vision + Remote Sensing, Data Science + Environmental Sensing, Optimization, Signal Processing + Hardware Music Synthesis, Biomedical Imaging and Sensing, Teaching Pedagogy

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  1. sharc-lab/gnn-builder sharc-lab/gnn-builder Public

    An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization

    C++ 17 1

  2. sharc-lab/HLSFactory sharc-lab/HLSFactory Public

    HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond

    C++ 10 2

  3. digital-design-dataset digital-design-dataset Public

    Jupyter Notebook