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2023

Hi! I am Shashank Kirtania (he/him), pre-doctoral research fellow at Microsoft PROSE team. I work with Gustavo Soares, Arjun Radhakrishna and Sumit Gulwani. My current research is about improving repo level code planning and reasoning with help of language models.
Previously I have been privelged to work with Soma Dhavala and Makarand Tapaswi during my time at Wadhwani AI developing AI4Education solution for indic languages which was deployed in Gujarat and have completed over 10,00,000 successful assessments in first 6 months of deployment.

I have also worked closely with Thomas Wiecki at PyMC labs where I spent most of my time improving workflow of bayesian models employeed by PyMC.
I am interested in how ML can help in synthesis, verification and repair of code (ML4PL) and how static analysis can help in better generalizability of algorithms (PL4ML).
I will be applying for PhD in Fall'25 cycle.

S's Projects

nemo icon nemo

NeMo: a toolkit for conversational AI

openjpeg icon openjpeg

Official repository of the OpenJPEG project

paper-implementation icon paper-implementation

The idea is to focus on implementing some standard papers I come across from all domains

portal icon portal

Portal is the fastest way to load and visualize your deep neural networks on images and videos 🔮

pydelhi icon pydelhi

Introduction to Probabilistic programming

pydub icon pydub

Manipulate audio with a simple and easy high level interface

pymc icon pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pymc-examples icon pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

solang icon solang

Solidity Compiler for Solana and Substrate

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