Edoardo Berardi Vittur-Machine Learning / Data Science
Check rate
Experience
Intern, Data Science
Volkswagen AG – Machine Learning UX-Research
- Achieved a 93% F1-score in high-precision UX anomaly detection by engineering a sequential deep learning model that flags user inputs outside Top-K predictions.
- Uncovered 2 critical design context flows as measured by a 43% spike in user friction compared to the system average in these specific contexts by applying deep learning algorithms to detect sequential usage anomalies
Student Research Assistant, Data Science
Friedrich Alexander University – Department AI in Biomedical Engineering
- Engineered high-fidelity medical image synthesis as measured by achieving state-of-the-art performance in Uterine MRI generation by optimizing unconditioned Diffusion Models and VAEs
- Co-author, MICCAI 2025: "Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion Models"
Intern and Working Student, Data Engineering
QPLIX GmbH
- Engineered scalable ETL pipelines in Python to consolidate financial data from tens of institutions, significantly reducing manual aggregation time
- Ensured data integrity for 6 major wealth management onboards by implementing automated validation scripts to handle import restrictions and migration robustness
Internship, Software development
NOI Techpark
- Contributed to the Open Harmony OS ecosystem by collaborating on open-source kernel modules and documentation
- Developed software using Python to check license obligations
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Banking and Finance, and Automotive.
Business Area Experience
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Experienced in Information Technology, Product Development, and Research and Development.
Skills
Programming Skills:
Python (Advanced)
Java (Upper-Intermediate)
Sql (Intermediate)
Ml & Data Engineering Libraries:
Numpy
Pandas
Matplotlib
Pytorch
Beautifulsoup
Tabula-Py
Pypffium
Ide'S & Tools:
Anaconda
Jupyter Notebook
Aws
Weights & Biases (W&B)
Ms Office
Languages
Education
Friedrich-Alexander-Universität
Master (MSc) · Data Science · Erlangen, Germany
College of Charleston
Bachelor (BSc) · Computer Science · Charleston, United States
Free University of Bozen
Bachelor (BSc) · Business Informatics · Bolzano, Italy
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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