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akshaysuresh1/README.md

Hi there! 👋

I am Akshay Suresh. Professionally, I love developing artificial intelligence (AI) algorithms to tackle challenging real-world problems and generate sustainable benefit for humanity.

Building on my educational training in physics and data science, I am excited to make impactful contributions in the following domains.

  • AI for climate change
  • AI for healthcare
  • Environment perception algorithms for autonomous vehicles
  • Pioneering safe artificial general intelligence

Outside of work, I enjoy following cricket, playing board games, and exploring natural wonders. Visit my personal website to learn more about my experiences in and beyond the workplace.

🖥️ Open-Source Projects

Repository Project domain Technologies
agriyield_viz Geospatial data visualization in the cloud Plotly geopandas Amazon EC2
blipss Software development for astronomy NumPy Pandas SciPy matplotlib
may22-barrel AI for agriculture NumPy Pandas scikit-learn geopandas matplotlib
oil-well-detection Computer Vision for Satellite Imagery PyTorch NumPy Pandas geopandas matplotlib
RFI-classifier Deep learning for astronomy PyTorch

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  1. oil-well-detection oil-well-detection Public

    Train a neural network to detect oil wells in RGB satellite images.

    Jupyter Notebook

  2. agriyield_viz agriyield_viz Public

    Visualize district-level historical agricultural yields for different crops in India

    Jupyter Notebook

  3. may22-barrel may22-barrel Public

    Erdos Institute Data Science Bootcamp – May 2022 Project

    Jupyter Notebook

  4. RFI-classifier RFI-classifier Public

    Classification of different morphologies of radio frequency interference using supervised machine learning

    Python

  5. UCBerkeleySETI/blipss UCBerkeleySETI/blipss Public

    Breakthrough Listen Investigation for Periodic Spectral Signals

    Python 10 2

  6. psrdynspec psrdynspec Public

    Python 3 tools for processing dynamic spectra of radio transients

    Python 3