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plugyawn/README.md

Hi, I'm Progyan!

I’m intrigued by Theoretical Deep Learning, Probabilistic Machine Learning and Differential Equations (especially in Operator Learning). My research is aligned along those fields.

Over the past four years, I’ve been lucky to be a part of the Google Summer of Code, I’ve been awarded the Cargill Global Scholarship, and I spent a wonderful summer in sunny California as a Caltech SURF fellow in the summer of 2023, where I worked with JPL, NASA on Machine Learning for (literally) astronomically large datasets. Interspersed between these were fortunate opportunities to work on research problems with scientists from DRDO, ISRO, TCS Research, as well as a wonderful winter at Bangalore as a Quantitative Researcher at Mudrex Capital.

In 2024, I will be interning with MIT CSAIL as part of their SGI programme, in problems related to Computational Geometry. I’ve also collaborated with University of Maryland on mathematical questions that arise in Kernel-based Learning. After that, I’m headed to Microsoft Bing, Bangalore as an Applied Scientist!

As a sidequest, I’ve also led a team of 120 students for a year and brought my institute’s cultural fest back offline in 2021, coordinated 400+ internships across 50+ companies with the Industrial Relations Cell at IIT Gandhinagar, and was elected as the institute’s Technical Secretary, where I had the great fortune of leading an incredible team of smart and driven individuals to bring positive, driven change in how students approached technology at IIT Gandhinagar. Check out the MetaIITGN Initiative to check out some of our work!

I was brought up in a family of theatre artistes, in quaint and beautiful Agartala, Tripura, where my interests ranged from good literature (from Tagore to Dostoevsky), to great music (from Vivaldi to Dhanji!) I also enjoy good beer, and the occasional whiskey, so hit me up if you’re in Bangalore and in the mood to hit a pub!

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  1. wimpyML wimpyML Public

    Python library with wimpy implementations of common ML algorithms that I wrote in the process of learning them.

    Python 1 3

  2. pineapple-emulator pineapple-emulator Public

    A C++ based emulator for the CPU of the Nintendo Entertainment System that ran on the Ricoh 2A03, with limited PPU capabilities.

    C++ 2

  3. gp-zoo gp-zoo Public

    A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably including Stochastic Variational Gaussian Processes.

    Jupyter Notebook 14

  4. coinframe coinframe Public

    Library for analysing, backtesting, and presenting cryptocurrency portfolios reliably, and with very little code.

    Python 3

  5. SDFNet SDFNet Public

    Forked from aniketrajnish/CS499-SDFNet

    Work on the research paper under Prof. Shanmuganathan Raman on visual synthesis and representation through Signed Distance Functions (SDFs).

    C# 3

  6. gossip gossip Public

    Gossip is a beautiful tree-walk interpreter (that now also supports bytecode!) that allows for beautiful visualizations for abstract syntax trees, and is built to support beginners starting a cours…

    Python 1 1