I'm Guillem, a passionate Machine Learning Engineer. My expertise lies
in Natural Language Processing, Computer Vision and Anomaly Detection,
which I have successfully applied in various industries.
At Siemens, where I currently lead as a Machine Learning Enginer, I am
involved in the Cybersecurity team, developing AI solutions. My work
includes developing/training ML models and creatring an scalable
MLOps platform in AWS.
This role has enabled me to reduce cyber-attack risks through NLP
and unsupervised anomaly detection techniques. Beyond Siemens,
I have shared my knowledge and passion for technology as an
Associate Professor at the University of Lleida.
My approach to ML and Data Science is not just about creating advanced
algorithms, but also about ensuring that these solutions are practical,
scalable, and adaptable to changing business needs. This focus is reflected
in my commitment to MLOps and infrastructure development.