Machine Learning Engineer

• Sep 2023 - Present

Machine Learning Engineer

• Jan 2021 - Sep 2023

Tyris AI is a SME focused on providing Artificial Intelligence solutions in the field of industry, working in different areas such as automotive manufacturing. As part of the AI team, different projects have been carried out in which different tasks have been performed. • Participation in European projects (XMANAI and ZDMP) in the field of AI for industry. Within these projects, work has been carried out on the design of eXplainable Artificial Intelligence (XAI) solutions. In addition, in XMANAI, tasks have been performed in the design and development of an end-to-end platform for the training and deployment of XAI models by industrial users. • Implementation of audio algorithms for the intelligent detection of audio events in noisy industrial environments using ultrasound recording devices. • Development of different predictive maintenance projects using time series analysis of process data. • Technical definition and preparation of reports both for public subsidy projects, such as IVACE or Horizon Europe, and for private clients. • Mentoring of junior team members throughout onboarding and the realisation of their projects. Show less

Machine Learning Engineer

• Oct 2018 - Jan 2021

Member of the R&D team doing tasks related to the study and implementation of automatic audio patterns classification algorithms employing classical Machine Learning and novel Deep Learning techniques. • Design of Deep Learning and Machine Learning models using Tensorflow, Pytorch and Matlab and deployment on edge devices with Tensorflow Lite and Matlab Coder in C++. • Creation and maintenance of the audio database using MySQL and JDBC Matlab connector for training and testing models as well as new data acquisition in order to improve the database. Show less

Image Processing Developer

• Feb 2018 - Oct 2018

Master Thesis at Signal Processing Group (iTEAM-UPV). This project was the result of a collaboration with a technological company that developed an application to transcribe and extract metadata from old legal texts stored in paper format. The aim was to improve their character recognition system (OCR) through the development of various image preprocessing algorithms. Master Thesis at Signal Processing Group (iTEAM-UPV). This project was the result of a collaboration with a technological company that developed an application to transcribe and extract metadata from old legal texts stored in paper format. The aim was to improve their character recognition system (OCR) through the development of various image preprocessing algorithms.

Internship

• Feb 2018 - Jul 2018

Internship at Technical Support Department. Internship at Technical Support Department.