Sayantan Auddy

I am a Research Scientist (NPP fellow) at NASA Jet Propulsion Lab (JPL). My primary research interest is solving complex problems in Astrophysics using advanced physics and machine learning (ML). I apply mathematical and statistical models while seamlessly integrating ML and deep learning techniques such as Computer Vision, Large Language Model (LLM), and Generative AI to solve real-world problems. I modify/apply state-of-the-art algorithms like Transformers (with Attention mechanism) and Generative models (like GAN, VAE, Diffusion, and UNET to develop new applications. At NASA I have initiated a series of Machine Learning projects to aid in NASA's scientific goals of understanding natural phenomena using big data. I collaborate with researchers across the globe to advance research ideas. I work with students on various projects and mentor them in their research endeavors. Please check out my publications to learn more.

 

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