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Emmanuel F. added photos to project Ubuntu Hello

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Ubuntu Hello

This program will allow the user to unlock the computer with facial recognition software and lock the computer when the owner (the most frequent user) isn't the one sitting in front of the computer.

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Emmanuel F. created project Ubuntu Hello

Medium 67fb5913 c9c4 4b12 9b8b b31cf3b6c778

Ubuntu Hello

This program will allow the user to unlock the computer with facial recognition software and lock the computer when the owner (the most frequent user) isn't the one sitting in front of the computer.

Medium 0 00qbtkf3jpss02cyfau8qobf4sde0unaessxlafbr1ss08ujuju3kubfe23hm8zoeaux3q6frxdhjgoajnchnwq3uxdejgeydnc5ikstjoytjorcdrfk5 xmna

Emmanuel F. created project ECG Reading AI

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ECG Reading AI

An ECG (Electrocardiogram) is a representation of the electric activity around the heart. It is very useful for detecting conditions like heart failure, hypertrophy, infarction, conduction problems and many more. However due to the amount of possible diagnoses that can be made from it, it sometimes take a lot of time and focus to interpret, and for doctors working long stressful sleepless shifts, interpreting this with best accuracy is always challenging. In this project I aim to create an AI algorithm that can interpret this ECG with as much accuracy as the doctor on call, though verification will be necessary to reduce fatal errors. Also this will give the advantage of reading thousands of ECGs in a much shorter time, and hopefully saving more lives in the process and reducing human error.

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I am currently the leader of the Data Science research line at Treelogic where I take part in many European H2020 research projects. My research interest include large scale Machine Learning, Parallelization and Deep Learning techniques. I obtained my PhD and Master Degree from the University Carlos III in Madrid where I worked under the supervision of Ángel Navia Vázquez. My Ph.D. research consisted in the parallelization of kernel methods, a family of of Machine Learning algorithms like Support Vector Machines (SVMs) or Gaussian Processes (GPs). My hobbies include taking part in Machine Learning competitions, such as those organized by Kaggle where I have received prizes in many competitions and I have reached the top 100 of the world ranking of data scientist.

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