Proof of Concepts (PoCs) using Machine Learning

Data Platform Engineering (DPE) Team, Wipro Analytics, Wipro Ltd.

I worked with the DPE team on a number of PoCs for various potential clients using machine learning.

• I developed a utility for monitoring and predicting AWS EC2 instances’ usage levels with AWS CloudWatch to recommend downsizing and reserving of the instances to save on the billing costs.
• I worked on analyzing and predicting the failures in a Hadoop multi-node cluster using machine learning models for a USA based software and hardware giant.
• I developed an automated ticket handling system for a USA based hardware and software giant using machine learning models on the Microsoft Azure Platform.

Tools used: Jupyter Notebook, Python, R, Hadoop, AWS, Microsoft Azure, Numenta Nupic