Key Projects
Web Game: 8-Ball Pool
A vanilla-JS project implementing the most basic 8-Ball Pool game, as a part of a game development hackathon at DevCom-IITB.
Play the Game!
Optimal Game Pricing using ML
A project done for predicting optimal prices for games offered by a gaming company, for maximising revenue in the important selling season of December.
Reinforcement Learning: Atari Pong
A project done in two parts. The first part being the development of the game itself, using pygame. The second part being the development of a deep-learning model to train an agent to attain undefeatable 'skill'.
Repository
MNIST Handwritten Digit Recognition
One of my first projects in Machine Learning, where I learnt how to build a basic Neural Network without the help of any libraries and trained it to recognise handwritten digits taken from the MNIST archive.