Alex has five years of experience with technology including Convo2D Neural Nets for image recognition, back-end software development, batch processes for reporting on big data, and user-facing front end web forms. He has knowledge in a variety of different industries ranging from the arts to banking and medical to distribution. He will work closely with clients to understand their needs and deliver a polished product.

Development

Object-Oriented Programming in Python and Java, Scripting in Python, Zsh, and Bash.

Artificial Intelligence

Full-stack development for application integration and service orchestration. Architecture and training of Convo2D Neural Networks for image recognition. Clean and prep big data sets for training. Create visualizations for results.

Project Delivery

Delivery of projects using Waterfall, Agile, Kanban, and Scrum methodologies. Guide the transition to the Agile methodology

 

Posts by Alexander Vansteel

Convolutional Neural Network: Building the Xception Model

Building the Xception Model   In recent years, there have been many breakthroughs in the development of Deep Learning using Convolutional Neural Networks (CNN). One of the latest and most accurate models is the Xception architecture. This model, developed by François Chollet in 2017, overtook the previous records in both speed and accuracy held by …

Understanding a Convolutional Neural Network (CNN)

Convolutional Neural Network (CNN) What is a CNN? A Convolutional Neural Network (CNN or ConvNet) is a type of fully connected deep learning neural network. The network’s name originates from the convolution mathematical operation in place of general matrix multiplication in at least one layer. With the inclusion of convolutional layers, the CNN design more …