Open to opportunities

Ruben Cardenes

@rubencardenes

Physicist & PhD in computer vision and artificial intelligence with more than 20 years of academic and professional experience Computer Vision and AI

Germany

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What I'm looking for

Looking for a leading role in computer vision and AI.

Physicist and PhD in computer vision and artificial intelligence with more than 20 years of academic and professional experience in the field of image analysis. Passionate about computer vision, artificial intelligence, data science, machine learning, deep learning, computational geometry, visualization, 3D modeling and coding. Participated in publications and projects with prestigious institutions and companies like Harvard Medical School, Kitware, Imperial College London, Helmholtz Zentrum Berlin, Universitat Pompeu Fabra and AZ, in applications like neuro, cardiovascular, single cellular analysis, histology image analysis. Experienced with real time object detection, computer vision for drone applications and embedded systems in Hensoldt Analytics. Academic experience (research and teaching) in three different universities and reviewer in top journals and conferences in the medical imaging field (MedIA, IEEE Transactions on Medical Imaging, MICCAI, ISBI).

Experience

Work history, roles, and key accomplishments

Director AI Engineering

Ultivue

Aug 2021 - Jun 2026 (4 years 10 months)

Set up an ML framework on AWS using SageMaker and led AI model development, testing, and deployment for digital pathology. Built MLOps and data management infrastructure and delivered agile software development workflows.

AWS Amazon SageMaker Machine Learning MLOps Model Deployment Data Management Agile Software Development Model Testing Digital Pathology

Computer Vision & AI

Hensoldt Sensors

Sep 2019 - Sep 2021 (2 years)

Developed and deployed real-time object detection for drone applications. Built deep learning models for embedded NVIDIA Jetson devices and created infrastructure for data management and testing.

Real time object detection Computer Vision Deep Learning Embedded AI NVIDIA Jetson Model Deployment Data Management Testing Infrastructure

Team Leader - Image Analysis

Definiens AG

Apr 2015 - Aug 2019 (4 years 4 months)

Developed tailored image analysis algorithms and machine learning models and served as project leader and technical responsible for customer services. Managed a team of 7 engineers and led delivery for customer-facing projects.

Image Analysis Algorithms Machine Learning Models Computer Vision Algorithm Development Project Leadership Technical Leadership Customer Services Team Management