Bharadwaj Guntaka

• NMDL(Network Monitoring Data Logger):

This Software is used as bridge for receiving incoming packets that are created by the Data logger through TCP , UDP and Serial Port Communication which are passed through a state machine which is used to determine the functionality of the packet and store them in a database.

This project helped me to understand various communication models and also helped me to gain experience working with various kinds of databases such as MYSQL.ORACLE,POSTGRESSQL. it also helped me to build strong foundations in data structures.

• Fault logic :

This project was developed to identify Fault (error) behaviors in various railway assets (i.e point,signal,track). My role in this project is to analysis point machine behavior and develop an algorithm for the point machine such that it is fail safe and capture un-wanted behaviors in the point machine which is used to send as a notification for the railway administrators.

I used graph algorithms to solve the problem and implemented in C# programming language

• PHMU(Point Health Monitoring Unit):

This project is used for analyzing current signatures of a point machine . This data are then used to train a ML Models(I,e SVM,XGBOOST,RANDOM FOREST)which undergo a voting mechanism to predict the behavior of the point machine.

this project helped me to gain deeper understanding and working of ML MODELS under the hood

• SCREEN SAVERS FOR WINDOWS:

I created few windows screen savers based on L-SYSTEMS which uses recursion to create beautiful fractal patterns and then animated those structures.

This project helped me to understand the concept and applications of recursion in a practical and a playful way.