We took part in the 2019 RecSys 2019 competition. We built a system for session based recommendations which is currently in is at the 1st place of at this prestigious competition.
We specialize in event driven recommendations which adapts the suggestions to the last actions performed by the user.
Our system won a Government competition for detecting upcoding in hospitals – see here
The system is based on Machine Learning exploration of patient records. The system finds anomalous patterns which are encoded as “detectors”. Each detector has a predefined format and provides intuitive explanations that can serve as a proof for the purpose of conducting and audit audit purposes.
As a software house which specializes in using AI, we deliver end2end projects using cutting- edge technologies.
We advise our customers on what technology can be used to solve their problems
We advise our customers on how to manage their data, using Machine Learning, Deep Learning, Reinforcement Learning.
We know how to transform Big Data into Business Results
We help Teams vastly improve their Data Science skills
We know how to build Teams and teach using a hands-on approach
Object detection Image-to-text translation Image generation Style transfer
Sentiment analysis Text similarity analysis Text processing Chatbots and smart user interfaces
Speech-to-text and text-to-speech Speech and audio processing (e.g. call center recordings) User interfaces
Fraud detection (e.g in banking or insurance) Early warning systems (e.g. fast detection of malfunctions)
Sales / price optimization Churn / customer retention analysis Recommender systems Customer segmentation
Automated order / complaints / forms processing Data transfer (e.g. between departments, branches etc.) Payroll processing
Conversion rate optimization Attribution modelling Product ranking / search engine optimization
Medical image generation (e.g. for data augmentation) Medical image classification Medical image translation (from a less expensive’ procedure to a more expensive one)
Recommendations for search engines
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Fraud detection: for healthcare
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Employee scheduling optimization
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Default prediction for small and medium companies
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Prediction algorithms: predicting the likelihood of incidents and crimes in Dubai and route optimization for police patrols
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