Industrial AI | NLP & Computer Vision | Generative AI Consulting | Technical Leadership | Speaker
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From MedTech to Mobility systems, I have a track record of bringing Machine Learning research into production. I'm interested in interpretable and robust machine learning and enjoy helping AI teams grow effectively. As a speaker, I often talk about skeletons in closets and how to avoid them. Specialties: machine learning and deep learning applied to image, video and text; generative AI and semantic (text and image) search.
Universidad Politécnica de Madrid
Biomedical Engineering (DEA/MSc), Medical Physics
January 1, 2009 – Present
Universidad Politécnica de Madrid
Telecommunications Engineering (M.Eng.), Electrical and Electronics Engineering
January 1, 2007 – Present
Mozilla.ai
Head of AI Engineering
August 1, 2025 – Present
Germany · Remote
International Master’s in Project Management and Data Science (MPMD) at HTW Berlin
Guest Lecturer
July 1, 2025 – July 1, 2025
Berlin, Germany · On-site
Mozilla.ai
AI Engineering Lead
September 1, 2024 – July 1, 2025
Germany · Remote
International Master’s in Project Management and Data Science (MPMD) at HTW Berlin
Guest Lecturer
January 1, 2024 – January 1, 2024
Berlin, Germany · On-site
Siemens Mobility GmbH
NLP Team Lead / Senior Key Expert for Artificial Intelligence
August 1, 2020 – August 1, 2024
Berlin, Germany · Remote
Siemens
Tech Lead (Machine Learning & Computer Vision)
September 1, 2017 – December 1, 2020
Berlin Metropolitan Area · Hybrid
Berlin Startups
AI & Computer Vision Specialist / Lead
August 1, 2016 – August 1, 2017
Berlin Metropolitan Area · On-site
1000shapes GmbH
Senior Software Engineer (Medical Imaging)
January 1, 2015 – July 1, 2016
Berlin Metropolitan Area
INRIA / Mauna Kea Technologies
Senior Computer Vision & Machine Learning Engineer
October 1, 2012 – October 1, 2014
Sophia Antipolis / Paris (France)
European Commission
FP7 and H2020 Evaluator
December 1, 2009 – October 1, 2014
Amadeus IT Group
Backend Engineer
October 1, 2009 – October 1, 2012
Sophia Antipolis (Alpes-Maritimes, France)
Unidad de Medicina Experimental, Hospital General G. Marañón
Medical Imaging Researcher
January 1, 2007 – September 1, 2009
Madrid Area, Spain
Universidad Politécnica de Madrid
Technology Management (Internship)
July 1, 2006 – December 1, 2006
Universidad Politécnica de Madrid
Software Engineer (working student)
January 1, 2005 – June 1, 2006
Certified Knowledge Graph Data Modeler
TerminusDB
June 24, 2026 – Present
Accredited Expert in Computer Vision and Machine Learning Engineering
AI Guild
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience across startups, large corporations (Siemens, Mozilla.ai), and academic lecturing roles indicates adaptability and a broad perspective. Their involvement in open-source initiatives at Mozilla.ai and focus on 'agentic AI commercial products' aligns with a culture of innovation and product-orientation. The long tenure at Siemens (over 7 years) in various leadership roles suggests loyalty and ability to thrive in structured environments, while earlier startup experience shows an entrepreneurial spirit. The educational background and early research roles in medical imaging also highlight a strong foundation in scientific rigor and problem-solving.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, strategic thinking, and project management skills through their various team lead and expert roles. Their experience as a guest lecturer indicates an ability to communicate complex technical topics effectively. The progression from individual contributor to leadership positions, including Head of AI Engineering, suggests strong operational fit for driving technical initiatives and managing teams. The focus on 'Trustworthy AI' and 'responsible AI' indicates an awareness of ethical considerations in AI development.