Repository of my talks/presentations

2024

Topic	Event	Month
Scaling Deep Learning Training with FSDP in PyTorch	ODSC West 2024	October
torch.func: Functional Transforms in PyTorch	8th Annual Toronto Machine Learning Summit	July

2023

Topic	Event	Month
PyTorch 2.0 - Why Should You Care	EuroPython 2023	July

2022

Topic	Event	Month
Distributed Training with PyTorch	6th Annual Summit and Expo, Toronto Machine Learning Society	November
Journey from undergrad to ML research	OnRec, IITR Podcast	November
Panel Discussion on Internship Opportunities for Undergraduate Students	IITR Alumni Mentorship Program	March

2021

Topic	Event	Month
Demystifying the ML Engineer Role	Facebook Developer Circles	November
Profiling and Tuning PyTorch Models	PyData Global 2021	October
PyTorch Tutorial	Machine Learning Course and Reinforcement Learning Course at Mila/PolyTechnique Montreal	October/November
Overview of Machine Learning & Artificial Intelligence	AMP Data and Analytics Seminar	October
Logging Machine Learning Experiments	PyCon India 2021	September
Environments and Baselines for Multi-task RL	PyTorch Ecosytem Day and PyTorch Community Voices	August
Multitask Reinforcement Learning with Python	EuroPython 2021	July
Multitask Reinforcement Learning with Python	PyConUS 2021	April
Tutorial on Multi-Task Reinforcement Learning	ODSC East 2021	March
Panel Discussion on In Data Science & AI, experience matters more, or talent does.	ESUMMIT’21	March
Panel Discussion on Data Science Research & Industry, Open Source, Career in DS and Privacy of ML Models.	PyData Delhi	January

2020

Topic	Event	Month
Policy Gradients	9th Data Science UA Conference	November
PyTorch Tutorial	Machine Learning Course at Mila/PolyTechnique Montreal	November
A Closer Look at Codistillation for Distributed Training	Brain and Cognitive Society, IIT Kanpur	November
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims	First AI for People Workshop	August
PyTorch - What, why and how?	Facebook Startup Accelerator	June
Evaluating Logical Generalization in Graph Neural Networks	Summer Research Symposium	March

2019

Topic	Event	Month
GNN Explainer - A Tool for Post-hoc Explanation of Graph Neural Networks	Reading Group on Graphs, MILA	March

2018

Topic	Event	Month
Numpy to PyTorch	PyCon Canada	November
Numpy to PyTorch	Montreal Python	November
Representation Learning on Graphs with Jumping Knowledge Networks	Reading Group on Graphs, MILA	June
Stochastic Training of Graph Convolutional Networks with Variance Reduction	Reading Group on Graphs, MILA	June
GraphRNN: A Deep Generative Model for Graphs	Reading Group on Graphs, MILA	May
Message Passing Neural Networks	Reading Group on Graphs, MILA	April

2017

Topic	Event	Month
Task-Oriented Query Reformulation with Reinforcement Learning	Language Understanding and Reading Group, MILA	September
Machine Learning Architectures	PyData Conference 2017	September
Deep Learning using Image Captioning with TensorFlow & Keras!	Women Who Code	July
Python for Machine Learning	Women Who Code	June
Question & Answer Session on Deep Learning	Commonlounge Community	March
Functional Programming in Python	PyDelhi Conference 2017	March
Panel Discussion on state of Python in Delhi/NCR	PyDelhi Conference 2017	March

2016

Topic	Event	Month
Introduction to Deep Learning with Keras	PyDelhi + PyData + ILUG-D + Linux Chix meetup mash	December
Introduction to Deep Learning with Keras	Twitter Developer Group	November
Introduction to Machine Learning with Scikit-Learn	DigitalOcean Delhi	October
Big Data Analysis using PySpark	PyCon2016	September
Getting Started with Apache Spark	Big Data Training Program, IIT Roorkee	April
Introduction to PySpark	PyDelhi	March