NEHA MODAK

I am skilled in Python, C++, Data Structure and Competitive Programming . I have hand-on-experience on Robotics, Computer vision, Machine learning and Deep learning. I am a member at Robotics Club, IIT Dhanbad. I have built a maze solver project. I have initially built a user input based maze solver . Then I have tried different algorithms like backtracking algorithm, left hand rule, Lee algorithm to find the shortest path in maze solving. While doing this project, I came across various types of algorithms, learnt about their pros and cons and their usability in a particular application. Finally I came out with Lee algorithm that fit my application in the best possible way. I have implemented handwritten digit recognition using KERAS library. I am presently working on handwritten text recognition using CNN. To improve the recognition accuracy I have applied data augmentation, increased input size, added more CNN layers.I have tested the model several times on different data sets. Based on the result of tested data I have remodelled the optimization algorithm. Hence, I have knowledge about algorithms and skill of structuring projects in the best possible way.