Catalina Tobon-Gomez Email & Phone Number

Haarlem, Nh, Nl

Amsterdam Area

Amsterdam, North Holland, Netherlands

Defined requirements (Jira)Prioritized features (Jira)Contributed to product roadmapConducted user researchDesigned, executed and wrote validation reports (Python, Confluence)Used deep learning models to generate 3D visualizations (PyTorch, scikit-image, SimpleITK, VTK)Added new features to cloud-native solution (Python, Gitlab, GCP)

Leiden, South Holland, Netherlands

Adapted deep learning pipelines for new image modalities (Python, TensorFlow)Developed algorithms using agile methodologies (C++)Wrote technical documentationPorted algorithms from Python to C++ (Visual Studio, PyCharm)

South America - Japan - Bali

Handled daily budgetAdapted to new environments

Edinburgh, United Kingdom

Led a team of software developersIterated on product design with usersGathered requirements from usersOwned product roadmapReported progress to leadershipGenerated documentation for releasesConducted one-to-one’s, performance reviews and resource allocation

Edinburgh, United Kingdom

Developed custom image analysis algorithms (C++)Trained machine learning models (Python, Scikit-learn)Performed data analysis and visualization (Python, pandas, matplotlib)Coded algorithms from publication to C++Adopted software development processes (Redmine, Mercurial, Crucible)Prepared project reports (PowerPoint, LaTeX)

Manual segmentation of cardiac MRI, CT and 3D ultrasound scans (ITK-SNAP, GIMIAS)Gathered user requirements and developed custom software tools for cardiology (Objective-C, Python)Organised two challenges to benchmark image analysis algorithms (ITK, VTK, Python, C++)Ported algorithms from MATLAB to Objective-C

Co-developed and curated data for a Cardiac Resynchronization Therapy application (C++)Prepared deliverables and presentations for project reviewsCoordinated grant writing, multicentre teleconferences and dissemination activitiesSupervised PhD students

Extended three-dimensional statistical shape-models for multimodal cardiac image analysisCo-developed a segmentation plugin for GIMIAS (C++)

Acquired a multimodal database for cardiac strain calculation (MATLAB)Managed volunteer enrollment for MRI and echocardiographic scanning Scanned a dynamic phantom

Acquired a prospective clinical database for a large cardiac studyAnalysed images to identify major cardiomyopathiesPerformed manual segmentation of cardiac MRI datasets

Programmed micro-processors for a needle-less injection system (Assembly)Developed skin mimicking materialsMeasured skin strain from animal samples and human subjects

Doctor Of Philosophy (Ph.D.), Computational Biomedicine, Cum Laude

Title: Three-dimensional statistical shape-models for multimodal cardiac image analysis Supervisor: Dr. Alejandro F. Frangi Comittee.

Engineer'S Degree, Biomedical Engineering

Activities and Societies: Biomedical Engineering Student RepresentativeRanking: 2nd out of 12 of 2005 promotion

Research Internship, Bioinstrumentation

Activities and Societies: Colombian Association of MIT

High School Honorary Diploma

High School Diploma