
Jason Vogensen
@jasonvogensen
I build production data and AI applications, from ETL pipelines and dashboards to machine learning and LLM solutions.
What I'm looking for
At BNP Paribas Cardif, I build and maintain internal data applications for ETL pipelines, business dashboards, and operationalized data science models. I combine SQL and SAS processing with React front ends, Flask/Python back ends, and APIs.
I move machine learning and generative AI solutions from notebooks into production tools, including LLM and OpenAI-based capabilities. I also migrate and scale workflows on Microsoft Azure for large insurance and financial datasets.
Previously at TLANTIC, I developed R/Shiny dashboards, Oracle ETL data models, large-scale query APIs, and Docker-deployed applications. I built machine learning, optimization, NLP, and generative AI features for client-facing products.
My MSc thesis focused on using AI to detect flaws and anomalies in industrial services, supporting proactive quality control and maintenance. I enjoy owning data products end to end, from pipelines and cloud infrastructure to models and user-facing interfaces.
Experience
Work history, roles, and key accomplishments
Data Scientist / Data & AI Application Engineer
BNP Paribas Cardif
Jan 2025 - Present (1 year 8 months)
Design, build and maintain internal web applications for ETL pipelines, dashboards, and operationalization of data science models. Develop and industrialize machine learning and generative AI solutions embedded into internal tools.
Education
Degrees, certifications, and relevant coursework
Faculdade de Ciências da Universidade do Porto
Master of Science, Computer Science
2022 - 2026
MSc in Computer Science with a focus on Data Mining and Data Processing. Thesis on using AI to detect flaws in industrial services.
Faculdade de Ciências da Universidade do Porto
Bachelor's Degree, Computer Science
2019 - 2022
Bachelor's degree in Computer Science with academic projects in bioinformatics, physics, and mathematics, including ML and CNN development.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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