Hi, I'm

Pragyan Banerjee

I am a 4th year Mathematics and Computing student at IIT Guwahati.




More about me



I love traveling, meeting new people, new cultures and of course trying new food! And yes, I am an avid reader.

I always push myself out of my comfort zone to explore new things.

Profile Image



Skills



    Programming Languages:

    C C++ Java Python

    Frontend Development:

    HTML5 CSS3

    Backend Development:

    JavaScript NodeJS Django

    App Development:

    Flutter

    Database:

    MySQL

    AI/ML:

    Pandas Numpy TensorFlow TensorFlow

    Software:

    Matlab

    Game Engine:

    Unity

    Other:

    Linux Git Arduino

Experience

  • Adobe Inc.

    Media and Data Science Research Intern

    May 2023 - Present

    Devised a cost-effective method for fair text generation in Large Language Models, incorporating a bias-aware dataset, and achieved top-tier results across multiple metrics and datasets. Currently in the process of submitting the achieved results for review or publication.

  • Purdue University

    Research Intern

    Oct. 2022 - Dec. 2022

    Employed deep learning for accurate weather prediction in India using real-time low-res satellite images, with a cost-effective method to enhance resolution, resulting in high prediction accuracy.

  • UiT- The Arctic University of Norway

    Research Intern

    May 2022 - Jul. 2022

    Implemented cutting-edge deep learning for high-res acoustic microscopy using GANs, trained models on a curated dataset, and achieved top-tier SSIM and PSNR scores.

Education

  • Indian Institute of Technology, Guwahati

    B.Tech. - Mathematics and Computing

    2020 - 2024

    CPI - 8.52

    Minor - Robotics and Artificial Intelligence

    2021 - 2024

    CPI - 9.00

Publications

  • Image Inpainting With Hypergraphs for Resolution Improvement in Scanning Acoustic Microscopy

    CVPR Workshops, 2023

  • Image inpainting in acoustic microscopy

    AIP Advances, 2023

  • High-resolution imaging in acoustic microscopy using deep learning

    Machine Learning: Science and Technology, 2023

  • All should be equal in the eyes of LMs: Counterfactually Aware Fair Text Generation

    AAAI, 2024

Projects