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Looking for new problems to solve.

Some problems already solved.

More to come.

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Quantum Machine Learning


High-level overview of the State-Of-The-Art (SOTA) of Quantum Computing and Quantum Machine Learning. The inception.

[blog] 2023-08

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Customizable AI


What if every user has its own way of wearing a device while skiing? Skiing, Snowboarding, Freestyle, etc. Skitag App implements on-device data collection, data processing, data labeling, ML engine training from scratch and updating. On-Device MLOPs. Every user has its own AI engine trained with its own data. Customizable In-App AI that helps you improve your ski technique.

[blog] 2023-07

Surftag App Logo Surftag App

Real-time predictions


Can a smartwatch implement AI in real-time? Can it detect and classify movements? We built the Surftag App to prove it in an Apple Watch. We decided that surfing could be the best scenario for testing it. A smartwatch is easier to wear than a mobile, and cool enough to try.

Biketag App Logo Biketag App

Data Augmentation


How can we manage to improve Skitag’s downhills detection algorithm while there is no snow? Another hemisphere? North Pole? Bike downhills? We built an App that collects data from bike downhills to test the behavior of the ML engines used to detect the ski downhills. We also learned how to improve the User Experience.

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Early detection and diagnosis


Use ECG signal for arrhythmia detection, Genomic RNA-Seq for colorectal cancer early prediction, Raman Spectroscopy for early diagnosis of Alzheimer, or patient profiling to enhance and customize cancer treatment prescriptions (pharmacokinetics).

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Augmented HUMINT


HUMINT has limitations to process unstructured data and a huge amount of new data available every second. AI could be a solution. We built an AI engine that collects data from Twitter / Facebook, built a bag of words, finds relationships between entities, and detects the main conversation. It is independent of the language.