Talks & Presentations

Here you can find most of my recent presentations with related resources. If you would like to talk about these, my inbox is open!

Why Academia?

Panel discussion on academic research as a career choice at my alma mater, IIM Indore

Artificial Intelligence and Data Sciences in Real-world Business

A quick rundown of my doctoral research presented at the BA Forum 2023

End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising

We proposed a novel end-to-end approach, the Neural Lagrangian Selling (NLS) model, to improve Guaranteed Delivery (GD) advertising by concurrently predicting ad impression inventory and optimizing contract allocation

CK Cafe: Using Association Rules to Find Basket of Goods

In this lab session, I share how to use apriori algorithm for association mining. The goal is to find useful causal and association rules which can help in designing promotions for the company. Plus, you get to see what’s served at an Indian cafe.

A Gentle Introduction to using Support Vector Machines for Classification

Support vector machines (SVM) are remarkable for the unification of geometric theory, elegant mathematics, theoretical guarantees with strong practical use cases. In this blog post, I demonstrate certain properties of SVM and how to use them with caret package in R.