Resources and Projects
1) Prediction Equiment Failure:
Won 1st place at TAMU-DATATHON 2019 (MLH-Hackathon). Constructed an ensemble model including gradient boost, random forest and neural networks to predict equipment failure from a data-set containing 170 features. link
2) Snake Environment for TF Agent:
Programmed a snake-game environment for TF-Agent Reinforcement toolkit using pygame. The environment serves to execute Deep Reinforcement Learning algorithms.
3) Here are the list of files used in Mathematica for Theoretical Physics series
4) Here are some of my notes written for myself( Beware they might be crude and incomplete)