Speaker "Roberto Reif" Details Back



Applications of Deep Learning Architectures for Feature Engineering in Image Processing


Deep Learning models such as Convolutional Neural Networks (CNN) have had a lot of success in image classification. In this project, I use these models for feature engineering on a shoe image data sets. The project consists on creating a shoe recommendation system where a user can select the image of a shoe, and similar shoe images are recommended.


I am currently a Senior Data Scientist at Metis and the founder of Analysis Consulting LLC, a data science and data visualization firm. I am a scientist with a strong background in data analysis, and image/signal processing. I have worked on applications in the healthcare, internet of things and business intelligence market. Previously I studied electrical and biomedical engineering, and have work experience in large companies, startups, and academic/research institutions.