Projects

1.Developing Machine Learning techniques for improving Cache Performance (MTech Project at IITB, still in development )

• Cache includes various components and policies which can be improvised using Machine Learning.
• Working on applying Machine Learning to a cache component called Prefetcher.
• Main aim is to improve address predictions of Prefetcher such that it can learn the behaviour of applications.

2.Movie Plot Generator

• A Deep Learning based model which can generate a small plot or story.
• Plots are Genre specific and model takes genre as the input.
• Makes an effective use of GPT-2 transformer.

3.Key-Value Server

• A server where client can interact with server in key-values format.
• A multi-threaded server which can serve miltiple requests simultaneously.

4.Driver & Vehicle Safety System

• An Embedded system with GPS interface to locate driver
• Alcohol Detector with buzzer in case of Drunk Driving

5.Data Acquisition System: Navigation Robot

• A Bot created with a collision detection sysytem
• A real time GSM/CDMA connection with Server
• Continous tracing and acquisition of Bots’s coordinates through GPS And GSM Interface