Giving your business the edge through applied Machine Learning and Artificial Intelligence

We are a consultancy specialising in the the growing field of machine learning and artificial intelligence. Working with your existing data, we apply advanced techniques using both classical machine learning algorithms and neural networks to provide key insights into your business. We use the predictive power of these algorithms to improve efficiency, reduce costs and increase profits.

We originate from industry, rather than academia, having built up an impressive proven track record of delivering working software that provides real business value.

Wherever possible we strive to implement our assignments in an agile fashion. We aim to incrementally deliver business value at small and regular intervals. This helps keep costs and delivery times consistent and predictable.

Predicting road accidents for Safescape

The Xerini team are the brains behind the underlying machine learning model for Safescape, a new and groundbreaking application for mobile phones that provides an early warning when driving into areas with an increased risk of traffic accidents, enhancing the driver’s awareness and providing extra time to deal with potential incidents.

Please visit the Safescape website for further details.

Predicting bakery sales with machine learning in Apache Spark™

In this article, we explore the prognostic powers of Decision Trees to predict how many hot chocolates are sold by an Edinburgh based bakery for a given hour on a given day using Apache Spark™ and MLlib.

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Race track, not race track

In this case study we demonstrate how Convolutional Neural Networks can be used to determine if a set of GPS readings represent a valid race track, or not.

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Contact us

If you would like a free consultation to learn how Xerini can empower your business, please contact us at