Hello
My name is Aregbede Victor. I am incredibly passionate about all things engineering, robotics, artificial intelligence and control systems. Over the past four years, I have dedicated a considerable amount of time and effort to control theory and robotics. Then, about a years ago, I discovered Machine Learning and Artificial Intelligence. It amazed me and I have been dedicating my education to that ever since. I have been reading a host of articles and journals. I cannot put into words how excited I am about the application of machine learning and AI.
My current project is a competition on Kaggle, an implementation of Random forest classifier for the classification of the position of a robot on different surfaces based on IMU data. The model was able to predict with an accuracy of 77 percent. The features of the data are the orientation, linear velocity and angular velocity of the robot, while the target was different surfaces on which the robot could be on.
I am excited about this project, I cannot wait to put my skills to work. As for my education, I have been working with convolutional neural networks for image classification, feedforward neural networks, linear regression, decision trees and random forests, and clustering with k-means. The main libraries I have used are Keras, Pandas (Tensorflow), Sci-kit learn and Opencv.
I can assure you that I will be able to submit your task in time with quality work.