Freelancer profile translated to English.
Back to original languageAbout Mario
I am Mario, a software engineer and data scientist from the Netherlands. My interest in technology began at a young age, driven by a passion for programming and problem-solving. Over the years, I have built a strong academic foundation with a bachelor's degree in physics and a master's degree in computational science, which has helped me tackle challenging software projects in various domains.
In my recent role as a Quantitative Risk Analyst at ABN-AMRO, I focused on mortgage risk modeling, using tools like Databricks and MLflow to implement advanced credit risk models. Additionally, I am working on innovative projects, such as a mathematics education platform inspired by 3Blue1Brown. These experiences reflect my commitment to combining data science, simulation, and interactive technologies into valuable, practical solutions.
Dutch
Native or bilingual
English
Fluent
Can work on-site
Amsterdam (up to 50km)
Experience
- ABN-AMROQuantitative Risk AnalystApril 2023 - Today (3 years and 2 months)Risk modelling for mortgages, developing credit risk models. Implementing risk models on Databricks, using spark, databricks, ML flow. Underwent IMI for mortgage models, setting up action plans. Largest focus on downturn.
- Avalor AISoftware EngineerOctober 2022 - December 2022 (2 months)Working on military drone applications. Writing tracking algorithms, apps to control drones, working with GIS systems.
- TNO Intelligent ImagingThesis InternDecember 2021 - August 2022 (8 months)Worked on privacy concerns in federated learning and developed my own method, which was later published in an article. Worked with deep learning, compute clusters.
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Education
- Erasmus Exchange SemesterHumboldt University of Berlin2020Erasmus Exchange Semester
- Bachelor Studies Physics and AstronomyUniversity of Amsterdam2020Bachelor Studies Physics and Astronomy