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Maria TudosieMT
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Maria Tudosie

@mariatudosie

I build cloud-based machine learning and computer vision solutions from complex data.

Germany
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I've supported credit risk model development and monitoring at Dell Financial Services, preparing, cleaning, and analyzing large financial datasets with Python and SQL for IFRS 9 Expected Credit Loss and risk assessment work.

At BorgWarner IT, I researched scalable AI solutions using Snowflake data and Azure services, deploying and fine-tuning machine learning and large language models with Azure Machine Learning, PyTorch, TensorFlow, and HuggingFace. My research and projects focus on medical imaging, including retinal disease, fracture, brain tumor, and colon-section identification.

Experience

Work history, roles, and key accomplishments

DS

Junior Data Scientist

Dell Financial Services

Jan 2026 - Mar 2026 (2 months)

Assisted in the development, validation, and monitoring of credit risk models in line with regulatory and business requirements. Supported analytical work related to IFRS 9 Expected Credit Loss (ECL) and risk assessment frameworks, including data preparation, segmentation, and performance analysis.

BI

Data Science Intern – AI & Azure Cloud Solutions

BorgWarner IT

Jul 2025 - Dec 2025 (5 months)

Researched and implemented best practices for scalable AI solutions using data from the Snowflake Platform. Experimented with Azure AI Services, including computer vision, natural language processing, and automation, and assisted in deploying AI/ML models using Azure Machine Learning, Azure Cognitive Services, and Azure Databricks.

Education

Degrees, certifications, and relevant coursework

Technical University of Munich logoTM

Technical University of Munich

Master of Science, Informatics

2026 -

Pursuing a Master of Science in Informatics with coursework in 3D Computer Vision, Deep Learning, and Advanced NLP.

Politehnica University of Bucharest logoPB

Politehnica University of Bucharest

Master of Science, Artificial Intelligence

2025 - 2026

Completed a Master of Science in Artificial Intelligence with coursework in Neural Networks, Computer Vision, and Data Science.

Politehnica University of Bucharest logoPB

Politehnica University of Bucharest

Bachelor of Science, Automatic Control and Computer Science

2021 - 2025

Bachelor of Science in Automatic Control and Computer Science with coursework in algorithms, operating systems, and networking.

MS

ML@AIMAS Summer School

Summer School, Artificial Intelligence

2024 - 2024

Participated in the AI & Multi-Agent Systems Summer School.

University of Coimbra logoUC

University of Coimbra

Bachelor of Science, Computer Science

2024 - 2024

Erasmus exchange semester in Computer Science, covering Software Architecture and Secure Infrastructures.

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