While we have been a little quiet on the progress updates for our current AI endeavours, we have reached that time where some announcements can finally be made!
As our technology has advanced, we have found ourselves launching two rather ambitious projects. Our Foundational Project has been coined Meduza Labs www.meduza-labs.com, and provides the structural backbone of all our future AI and Machine Learning endeavours. Our secondary and commercial project is Adevi www.adevi.io, which is only one of many potential applications based on our newly developed Meduza DB technology.
What is Meduza Labs?
Meduza Labs is used as an ecosystem for our advanced Meduza DB that hosts all the algorithms, stores structured data, has data processing algorithms, various pattern algorithms and in general enables to setup a single complex system as a meta algorithm.
Over the last few months we have been busy with finalising the Meduza DB: Modelling and testing separate areas of the system for the both Adevi and Meduza DB; Preparing Data, mining more data and testing semi-supervised learning and clustering, classification labelling process; Crawling functionality; Training algorithms and documenting the results to understand the training data set; Automating training data model with the scripts and additional algorithms; Registering various patterns from User Behaviour to System patterns for algorithms processes; Testing various models for the custom weight that is implemented separately within the Meduza DB, making it as a separate machine learning algorithms.
Machine Learning and other Algorithms we use and tested within our model:
Computer vision and image processing; Various Natural Language Processing algorithms from vector, k-means and clustering to Neural Networks; Deep Learning to target specific areas of expertise with Supervised and Unsupervised Learning (includes Convolutional Neural Networks); Natural Language Processing; Pattern recognition for users' activity within UI environment; Various Types of Decision trees.
While we plan to launch the Meduza Labs DB in short time to allow people setting up and test their models, we are also excited to announce our Adevi project, which is already using our Meduza DB to achieve great results.
Read about our commercial Adevi project here.