Isabel Amrein De Luca · Lending Product Manager
From data to product
If you work in business, product or finance and want to understand data and AI without jargon, this site is for you. I'm Isabel: I build projects with data and AI and share here, with my own examples, what I learn along the way.
Projects
What I build: each project with its status and its tools.
Recycling classifier
A model that, from a photo, says which bin each object goes in. Designed as an educational game to learn how to recycle, built with a no-code tool.
Master's in Data Science and Generative AI
What I'm learning in my master's in Data Science and generative AI, class by class, in my own words, with my own examples and small projects to put it to the test.
Latest entries
What I learn: notes explained with my own examples.
From problem to match: how we would approach finding a home with AI
A class case study: how to go from a real problem, finding a home, to a data and AI idea with value, a business model and metrics.
Data strategy: purpose first, then the plan
A data strategy is a purpose plus a plan. How to place an organization by its maturity, and why data only creates value if the people who use it understand it.
Machine learning: when the data writes the rules
What machine learning is, how a project is built from start to finish, and why training the model is only the tip of the iceberg.