Jailbreaking: Turning My Kindle to A Juggernaut E-Reader

Jailbreaking my Kindle to run Python, draw, and block lockscreen ads.

Artificial Intelligence and Data Sciences in Real-world Business

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

Spotify Randomizer

A new playlist of random songs that I haven’t listened in a while generated automatically every Monday

ML Forecasting at HP Inc.

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

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

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

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

Crafting Conversations with GPT Personalities in Python

Building a customizable chatbot that brings unique characters to life

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.

Using GitHub with RStudio

Introduction to using Git & GitHub with RStudio for MS (Business Analytics) Class of Fall 2022

Up and Running with R Markdown

Introduction to R Markdown for MS (Business Analytics) Class of Fall 2022