Hi, I’m Alex Martinelli, a data scientist and ML enthusiast currently pursuing my MSc in Data Science at FAU Erlangen-Nürnberg. I combine strong foundations in physics and computational modeling with hands-on experience in pattern recognition, deep learning, and data-informed decision support. I’ve contributed to research projects at Pattern Recognition Lab, and I’ve built end-to-end analytics and ML workflows in both academic and industry settings. I enjoy turning complex problems into practical, scalable solutions—whether it’s enabling Parkinson’s disease detection through efficient model architectures, or delivering data-driven risk analyses at Allianz. I’m excited to continue collaborating with cross-functional teams and to apply AI to healthcare, security, and beyond.

Alex Martinelli

Hi, I’m Alex Martinelli, a data scientist and ML enthusiast currently pursuing my MSc in Data Science at FAU Erlangen-Nürnberg. I combine strong foundations in physics and computational modeling with hands-on experience in pattern recognition, deep learning, and data-informed decision support. I’ve contributed to research projects at Pattern Recognition Lab, and I’ve built end-to-end analytics and ML workflows in both academic and industry settings. I enjoy turning complex problems into practical, scalable solutions—whether it’s enabling Parkinson’s disease detection through efficient model architectures, or delivering data-driven risk analyses at Allianz. I’m excited to continue collaborating with cross-functional teams and to apply AI to healthcare, security, and beyond.

Available to hire

Hi, I’m Alex Martinelli, a data scientist and ML enthusiast currently pursuing my MSc in Data Science at FAU Erlangen-Nürnberg. I combine strong foundations in physics and computational modeling with hands-on experience in pattern recognition, deep learning, and data-informed decision support. I’ve contributed to research projects at Pattern Recognition Lab, and I’ve built end-to-end analytics and ML workflows in both academic and industry settings.
I enjoy turning complex problems into practical, scalable solutions—whether it’s enabling Parkinson’s disease detection through efficient model architectures, or delivering data-driven risk analyses at Allianz. I’m excited to continue collaborating with cross-functional teams and to apply AI to healthcare, security, and beyond.

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Experience Level

Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate

Language

Italian
Fluent
English
Fluent

Work Experience

Research Assistant at Pattern Recognition Lab
October 1, 2025 - Present
Lead research project on Parkinson's Disease Detection using Mamba and State Space Models. Collaborated with team to implement ML methods, optimize inference with Mamba LLM architecture, and improve scalability and data processing workflows.
Deep Learning Teaching Assistant at Pattern Recognition Lab
October 1, 2025 - Present
Selected among top 6 students from 900+ participants in the Deep Learning course by Prof. Andreas Maier. Guided students through advanced deep learning concepts and supervised hands-on exercises with modern ML frameworks.
Data Scientist at Allianz, Information Security Office
February 1, 2024 - February 1, 2025
Contributed to data-driven risk analysis and security assessments. Collaborated with cross-functional teams to improve compliance workflows and monitor information security risks.
Research Intern at CNR-NANO
May 1, 2022 - October 1, 2022
Conducted computational and experimental research in condensed matter physics. Performed simulation analysis and lab data processing.

Education

M.Sc Data Science at FAU Erlangen-Nürnberg
April 1, 2025 - April 1, 2027
B.Sc Physics at Università di Modena e Reggio Emilia
September 1, 2019 - April 1, 2023

Qualifications

Add your qualifications or awards here.

Industry Experience

Education, Professional Services, Software & Internet, Other