MOULE CONSULTING
Discover Your Hidden Advantage With
Machine Learning and Mathematical Modelling
------ ABOUT ------
Moule Consulting is a Machine Learning & Modelling consulting firm, specializing in problems that cannot be solved well with standard off the shelf products. We excel in complex challenges that require creative thinking, business acumen, and a mathematician's mind to look at the problem from a different angle.
Not only is it important to achieve a required accuracy, but to also explain the results of data analysis. This can provide important insights into the data and/or the processes that created it.
Image Analysis
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Satellite image and aerial image analysis for land usage classification, or other specific interests.
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Many organisations are still manually identifying land usage in satellite images. It is slow and expensive. Contact us and be surprised by what machine learning can do.
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If there is a pattern or objects within images discernible with the human eye, then most likely with adequate data an AI model can be created to identify this.
Anomaly Detection
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With increasing volumes of digital data created every day, there are not the resources to label or analyse.
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Finding the "odd one out", "needle in the haystack", or something that does not belong in the data is increasingly important especially to do automatically.
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Intrusion detection, fraud detection, detecting potential equipment failure or when maintenance is required, finding something unusual in images / video.
------ What We Do ------
Optimization and Modelling
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Network planning; simulation, manufacturing process optimization, scientific modelling, and discrete event simulation.
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Natural Language Processing.
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Unique automatic patent report generation and searching, requiring only the patent numbers.
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Our key differentiation is that we can develop models with high performance and precision in a short period of time. Our models can be adjusted on the fly to simulate various scenarios. This enables business to make critical decisions with real-time modelling support.
Innovation
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The passion of Moule Consulting is to turn the next seemingly intractable problem into your advantage.
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We are inspired to apply machine learning and modelling skills to new areas where traditional or standard off-the-shelf solutions do not work.
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Customized solutions often produce the best results especially for difficult or unique problems.
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Starting with simpler models aids in explaining the data and any findings or predictions made from the data, rather than only using "black-box" techniques.
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When required, GPUs can be used for high performance.
------ Technology ------
Programming Languages
Python, R, C
Programming Tools
Open source software
Pytorch, Tensorflow, Keras, MXNet
------ Case Studies ------
Land Usage Classification
Using deep learning Convolution Neural Network, Moule Consulting delivered a solution accurately classifying land usage, such as banana plantations, with up to 93% accuracy.
------ Contact ------
Proof of Concept
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One of the best ways to see the power of machine learning is to see it actually working on your data. This is the goal of a proof-of-concept.
Email: grant@mouleconsulting.com
Mobile: +61 412570055