Designed an agent to fly a quadcopter, and then trained it using a reinforcement learning algorithm. * This project was part of Machine Learning - Advanced Nanodegree program at Udacitylg...Expand

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed. * This project was part of Machine Learning - Advanced Nanodegree program at Udacitylg...Expand

Mentored summer trainees to develop business solutions related to Customer experience by applying Machine Learning and Natural Language Processing.lg...Expand

* Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Selected the best model based on accuracy, a modified F-scoring metric, and algorithm efficiency. * This project was part of the Machine Learning - Basic Nanodegree program at Udacity.lg...Expand

* Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis. * This project was part of Machine Learning - Basics Nanodegree program at Udacity.lg...Expand