Gen AI

Case study: GenAI for GRC. LLM + Retrieval Augmented Generation (RAG) tasks for a domain-specific implementation

QML

Quantum Machine Learning

2023

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

Skitag App

Hyper-Personalised AI

2023

Skiing, Snowboarding, Freestyle, etc. Skitag App implements on-device data collection, data processing, data labeling, ML engine training from scratch and updating. Your Data. Your Asset. Your AI.

Surftag App

Real-time predictions

2019

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

Data Augmentation

2018

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.

Healthcare

Early detection and diagnosis

2016-2018

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).

Open Source Intelligence

Augmented HUMINT

2013-2016

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.