Diana (Queirós) P.
Research Scientist
Experience
Research Scientist
Alten
- Design and trained DL models (PINNs, TCN, RNN, ODE-RCNN) for predicting satellite x/y/z orbit trajectories using simulated temporal datasets. (JIRA)
Data Engineer/Scientist
Alten
- Data Ops/Architecture - creation of the financial module/application
- Reduced manual financial processing by 30-40%, and cut contract generation time by up to 25%, with financial health diagnosis and versioning
- Data CI/CD pipeline design/build/maintenance, data security and privacy
- Deliver data-driven insights, visualization, analysis, KPIs, predictions and solutions
- Data quality, data ingestion, health checks, access roles (Palantir Foundry)
- PySpark, SQL, ETL, unit testing, big data, solution-driven, task prioritization (Agile)
Participant
Data Science Bootcamp
- Full-time training with hands-on machine learning projects
Intern
RWTH Aachen University
Software Developer
Docs in Clouds GmbH
- Frontend web app development for an automotive brand using Vue.js
- UI testing and test automation cases in C#
- Backoffice tasks: finances, tax return preparation, receipts, bank transfers and logistics
Research Assistant
RWTH Aachen University
Multi-disciplinary proof of concept project with industry and university partnership
Admitted to PhD programme in Disaster Medicine (FALKE project): assessment of consciousness, pose and bleeding in injured patients using RGB and IRT thermal sensors in a drone/UAV with image processing, ML and computer vision in Python
Presentations, demos, writing of scientific proposals and ethical protocols, conducting experiments and publishing studies
Supervision and mentoring of B.Sc. thesis students and working students
Object tracking, detection and segmentation, optical flow
Mask R-CNN, YOLO, RCNN, training and deployment of CNN, LSTM and other ML models
Student Job
Institute of Electrical Machines, RWTH Aachen
- High voltage experiments
Student Job
Nuance Communications GmbH
- Translation services
Summary
I am an adaptive, motivated, and resilient engineer with 5 years of experience in DS.
I thrive on optimizing systems and delivering impactful solutions and insights.
Languages
Education
MedIT, RWTH Aachen
Erasmus Exchange Programme · Aachen, Germany
University of Minho
Integrated Master of Biomedical Engineering · Biomedical Engineering · Portugal
Certifications & licenses
German For Profession Specialists And Managers
alfatraining
Data Science Bootcamp
Neuefische GmbH
Chief Workplace-Innovation Manager Course
RWTH Aachen, E-Mas
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