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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!

Progyan's Projects

me icon me

roses are red this page is neat, lmao yeet

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

n-body-simulation icon n-body-simulation

The scripts in vPython for visualization n-body simulations through iterative, numerical analysis, especially Euler-Crömer techniques.

network-book icon network-book

Stories about Complex Systems and Networks, from the class of ES 404, IIT Gandhinagar.

networks-book icon networks-book

Stories about Complex Systems and Networks from the heart of IIT Gandhinagar.

numerical-mooc icon numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

pineapple-emulator icon pineapple-emulator

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

pintos-os icon pintos-os

Project repository for CS 162 - Operating Systems at UC Berkeley. Consists of implementing critical components of the PintOS operating system, including threading, support for user program execution and thread scheduling, and a file system.

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pyserver icon pyserver

A Node.js server to execute python files

reinforce-my-drone icon reinforce-my-drone

Proof-of-concept for training drones through reinforcement learning in a simulated setting using Unity.

sdfnet icon sdfnet

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

upcode icon upcode

Upload accepted solutions from CodeChef and CodeForces to GitHub

v4 icon v4

Fourth iteration of my personal website built with Gatsby

web-to-app icon web-to-app

An android source code to create android apk file of your website. Just change the url in the MainActivity.java to your website hostname then you are good to go. You can do customization such as the app icon to your logo and other rich features.

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