Python on Harshvardhan

ML Forecasting at HP Inc.

Mon, 21 Aug 2023 00:00:00 +0000

Creating ML demand forecast for print products at HP Inc. using LightGBM and pushing it to production for wide adoption.

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

Mon, 07 Aug 2023 16:00:00 +0000

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

Wed, 07 Jun 2023 00:00:00 +0000

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. The model incorporates a differentiable Lagrangian layer and a graph convolutional neural network to enable direct optimization of allocation regret and effective handling of various allocation targets and constraints. 🔗 PDF

Predicting Race, Age and Gender from Face: A Small-sample Example with Encoding

Sat, 03 Jun 2023 00:00:00 +0000

Predicting race, age and gender of faces using Variational Autoencoders and Convolutional Neural Networks.

Crafting Conversations with GPT Personalities in Python

Sun, 09 Apr 2023 00:00:00 +0000

Building a customizable chatbot that brings unique characters to life

Supply Chain Analytics at HP Inc.

Mon, 31 Oct 2022 00:00:00 +0000

Forecasting Global Print Demand Using Machine Learning

Cheatsheet on Python

Tue, 08 Feb 2022 00:00:00 +0000

Some things that I’ll likely forget

Supervised Learning Using Baysian Decision Rule

Tue, 07 Sep 2021 00:00:00 +0000

Python Functions for Bayesian Learning (COSC 522 Project)