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Agostino Calamia

Data Scientist at N26 - - M.Sc. Big Data & Business Analytics

Agostino Calamia is a data science professional with experience at N26 and Shopify, specializing in machine learning lifecycle management and MLOps practices. Here's a breakdown of his career and contributions:

Role at N26

  • Position: Junior to Middle-Level Data Scientist (2019–2022)
  • Key Projects:
    • Developed credit risk models and installment product analytics for N26’s banking operations.13
    • Focused on MLOps practices to ensure data quality and model reliability in regulated environments.1
    • Collaborated cross-functionally with teams like customer service and product development to implement data-driven solutions.3

Career Transition and Expertise

  • Shift to Shopify: Moved to Shopify as a Senior Data Scientist, working on sales and post-sales analytics, including merchant acquisition and product recommendations.1
  • Technical Skills: Proficient in Python, SQL, TensorFlow, PyTorch, and tools like BigQuery and Apache Kafka.1
  • Community Contributions: Authored The Playbook for Machine Learning Lifecycles to streamline ML deployment and authored free courses on AI/ML strategies.12

Current Work and Advocacy

  • Ethical AI and MLOps: Actively advocates for ethical AI practices and robust MLOps frameworks.1
  • HP Data Science Ambassador: Promotes data science education and best practices.1

His work at N26 laid the foundation for his expertise in balancing regulatory compliance with innovative ML solutions, later expanded at Shopify.13

Related Questions

What are some of the key projects Agostino Calamia has worked on at Shopify?
How did Agostino transition from a project manager to a data scientist?
What technologies does Agostino Calamia specialize in?
Can you tell me more about Agostino's book on machine learning lifecycles?
What are some of the challenges Agostino faced while working at N26?
Agostino Calamia
Agostino Calamia, photo 1
Agostino Calamia, photo 2
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Location

Berlin Kreuzberg, Berlin, Germany