Blog

Hyperparameter optimization is a crucial skill required to train a good machine learning model. This guide explains hyperparameters from the ground up and will showcase detailed examples and walkthroughs for the tools we have at our disposal (incl. Bayesian Optimization) to try and select the best values for them.

Ever wondered how Starbucks or McDonalds decide on where their next location should be? What are the factors to consider when trying to make this decision? While the consequences of setting up shop in a disadvantageous location could be damaging to the bottom line for these giants, the repercussions could be much more dire for small businesses.

At AutoHeal, our mission was to make car ownership and maintenance simpler and cheaper than ever before. By pairing up with the unorganized automobile service centers around India and providing an on-site 300 point checklist of your vehicle, we aspired to diagnose, report and repair your vehicle with a seamless and relaxing customer experience.

Decision trees are a supervised learning algorithm used for classification and regression.This post will dive deep into the workings of a decision tree. Along the way, I will walk through a deatiled example and showcase some neccessary skills required to tune and improve any machine learning algorithm. The post will also exhibit some exploratory data analysis and visualization practices that can help better understand the data.

SSTORM was founded as a partnership to tackle the inefficiencies in the Indian e-commerce landscape for international purchases. This post will showcase my contributions to the business along with overviews of the problem and the opportunities for the business model while highlighting the strategic solutions and market placement for the business.

Xyra was a partnership founded by me fresh out of my undergraduate degree. The company was created out of my desire to innovate and exercise my engineering skills while developing technology that is utilitarian in its application and ergonomic in its form. This post will highlight my motivation and thought process behind the idea, while trying to walk you through the journey and excitement of launching your first company.